Faculty Profiles - P. PALOMAR Daniel | The Hong Kong University of Science and Technology

2024 4

Learning Spatiotemporal Graphical Models From Incomplete Observations

IEEE Transactions on Signal Processing, v. 72, March 2024, article number 10471585, p. 1361-1374
Javaheri, Seyed Amirhossein; Amini, Arash; Marvasti, Farokh; P. Palomar, Daniel
Article

Seasonal antigenic prediction of influenza A H3N2 using machine learning

Nature Communications, v. 15, (1), May 2024, article number 3833
Shah, Syed Awais Wahab; P. Palomar, Daniel; Barr, Ian; Poon, Leo L. M.; Quadeer, Ahmed Abdul; McKay, Matthew R.
Article

Joint Signal Recovery and Graph Learning from Incomplete Time-Series

ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) / IEEE. Piscataway, NJ : IEEE, 2024, p. 13511-13515, article number 10448021
Javaheri, Seyed Amirhossein; Amini, Arash; Marvasti, Farokh; P. Palomar, Daniel
Conference paper

Robust and constrained estimation of state space models: A majorization-minimization approach

Yu, Yifan; Xiu, Shengjie; P. Palomar, Daniel
Conference paper

2023 14

A Fast Successive QP Algorithm for General Mean-Variance Portfolio Optimization

IEEE Transactions on Signal Processing, v. 71, July 2023, article number 10185450, p. 2713-2727
Xiu, Shengjie; Wang, Xiwen; P. Palomar, Daniel
Article

Affine Equivariant Tyler's M-Estimator Applied to Tail Parameter Learning of Elliptical Distributions

IEEE Signal Processing Letters, v. 30, 3 August 2023, article number 10207689, p. 1017-1021
Ollila, Esa; P. Palomar, Daniel; Pascal, Frédéric
Article

Efficient and Scalable Parametric High-Order Portfolios Design via the Skew-t Distribution

IEEE Transactions on Signal Processing, v. 71, October 2023, article number 10283468, p. 3726-3740
Wang, Xiwen; Zhou, Rui; Ying, Jiaxi; P. Palomar, Daniel
Article

Cognition-enabled waveform design for ambiguity function shaping

Next-Generation Cognitive Radar Systems / edited by Kumar Vijay Mishra, Bhavani Shankar M.R., Muralidhar Rangaswamy. Institution of Engineering and Technology, 2024, p. 169-208, Ch. 6
Wu, Linlong; P. Palomar, Daniel
Book chapter

Nonconvex Graph Learning: Sparsity, Heavy-tails, and Clustering

Signal Processing and Machine Learning Theory / edited by Paulo Diniz. Elsevier, 2023, p. 1049-1072, Ch. 16
De Miranda Cardoso, Jose Vinicius; Ying, Jiaxi; Perez Palomar, Daniel
Book chapter

A Novel Algorithm for GARCH Model Estimation

IEEE Workshop on Statistical Signal Processing Proceedings, v. 2023-July, July 2023, article number 10208065, p. 210-214
Gao, Chenyu; Zhao, Ziping; Perez Palomar, Daniel
Conference paper

Adaptive Estimation of Graphical Models under Total Positivity

Proceedings of Machine Learning Research, v. 202, July 2023, p. 40054-40074
Ying, Jiaxi; de M. Cardoso, José Vinícius; Perez Palomar, Daniel
Conference paper

Estimating Normalized Graph Laplacians in Financial Markets

ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2023, article number 10095870
De Miranda Cardoso, Jose Vinicius; Ying, Jiaxi; Kumar, Sandeep; Perez palomar, Daniel
Conference paper

False Discovery Rate Control for Fast Screening of Large-Scale Genomics Biobanks

IEEE Workshop on Statistical Signal Processing Proceedings, v. 2023-July, July 2023, article number 10207957, p. 666-670
MacHkour, Jasin; Muma, Michael; Perez Palomar, Daniel
Conference paper

Fast Projected Newton-like Method for Precision Matrix Estimation under Total Positivity

Advances in Neural Information Processing Systems, v. 36, December 2023
Cai, Jianfeng; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel; Ying, Jiaxi
Conference paper

Graph Learning for Balanced Clustering of Heavy-Tailed Data

2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2023 / IEEE. Piscataway, NJ, USA : IEEE, 2024, p. 481-485, Article number 10403460
Javaheri, Seyed Amirhossein; De Miranda Cardoso, Jose Vinicius; Perez Palomar, Daniel
Conference paper

Intraday Volatility-Volume Joint Modeling and Forecasting: A State-space Approach

European Signal Processing Conference, November 2023, article number 10289734, p. 1395-1399
Xiu, Shengjie; Perez Palomar, Daniel
Conference paper

Learning Large-Scale MTP₂ Gaussian Graphical Models via Bridge-Block Decomposition

Advances in Neural Information Processing Systems, v. 36, December 2023
Wang, Xiwen; Ying, Jiaxi; P. Palomar, Daniel
Conference paper

The Informed Elastic Net for Fast Grouped Variable Selection and FDR Control in Genomics Research

2023 IEEE 9th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2023, January 2024, article number 10403489, p. 466-470
Machkour, Jasin; Muma, Michael; Perez Palomar, Daniel
Conference paper

2022 4

Covariance Matrix Estimation Under Low-Rank Factor Model with Nonnegative Correlations

IEEE Transactions on Signal Processing, v. 70, 22 July 2022, p. 4020-4030
Zhou, Rui; Ying, Jiaxi; P. Palomar, Daniel
Article

Efficient Algorithms for General Isotone Optimization

Proceedings of the AAAI Conference on Artificial Intelligence, v. 36, (8), June 2022, p. 8575-8583, Session: AAAI-22 Technical Tracks 8: AAAI Technical Track on Machine Learning III
Wang, Xiwen; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; P. Palomar, Daniel
Conference paper

False Discovery Rate Control for Grouped Variable Selection in High-Dimensional Linear Models Using the T-Knock Filter

European Signal Processing Conference, v. 2022, August 2022, p. 892-896
Machkour, Jasin; Muma, Michael; P. Palomar, Daniel
Conference paper

Learning Bipartite Graphs: Heavy Tails and Multiple Components

Advances in Neural Information Processing Systems 35 (NeurIPS 2022) / edited by S. Koyejo and S. Mohamed and A. Agarwal and D. Belgrave and K. Cho and A. Oh. San Diego, USA : Neural Information Processing Systems, 2022
De Miranda Cardoso, Jose Vinicius; Ying, Jiaxi; P. Palomar, Daniel
Conference paper

2021 8

Majorization-Minimization on the Stiefel Manifold With Application to Robust Sparse PCA

IEEE Transactions on Signal Processing, v. 69, February 2021, article number 9354027, p. 1507-1520
Breloy, Arnaud; Kumar, Sandeep; Sun, Ying; P. Palomar, Daniel
Article

Shrinking the Eigenvalues of M-Estimators of Covariance Matrix

IEEE Transactions on Signal Processing, v. 69, 2021, article number 9292452, p. 256-269
Ollila, Esa; P. Palomar, Daniel; Pascal, Frédéric
Article

Solving High-Order Portfolios via Successive Convex Approximation Algorithms

IEEE Transactions on Signal Processing, v. 69, January 2021, article number 9321753, p. 892-904
Zhou, Rui; P. Palomar, Daniel
Article

A Fast Algorithm for Graph Learning under Attractive Gaussian Markov Random Fields

2021 55th Asilomar Conference on Signals, Systems, and Computers, v. 2021-October, October 2021, p. 1520-1524
Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel
Conference paper

Graphical Models for Heavy-Tailed Markets

Advances in Neural Information Processing Systems, v. 34, December 2021, p. 19989-20001
De Miranda Cardoso, Jose Vinicius; Ying, Jiaxi; P. Palomar, Daniel
Conference paper

Improved estimation of the degree of freedom parameter of multivariate t-distribution

European Signal Processing Conference, v. 2021-August, August 2021, article number 9616162, p. 860-864
Pascal, Frédéric; Ollila, Esa; P. Palomar, Daniel
Conference paper

Minimax Estimation of Laplacian Constrained Precision Matrices

Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, v. 130, April 2021, p. 3736-3744
Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; Perez Palomar, Daniel
Conference paper

Parameter Estimation for Student’s t VAR Model with Missing Data

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2021-June, June 2021, p. 5145-5149
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; Perez palomar, Daniel
Conference paper

2020 10

A Unified Framework for Structured Graph Learning via Spectral Constraints

Journal of Machine Learning Research, v. 21, January 2020, article number 22
Kumar, Sandeep; Ying, Jiaxi; De Miranda Cardoso, Jose Vinicius; P. Palomar, Daniel
Article

General sparse risk parity portfolio design via successive convex optimization

Signal Processing, v.170, May 2020, article number 107433
Wu, Linlong; Feng, Yiyong; P. Palomar, Daniel
Article

Student's t VAR Modeling With Missing Data Via Stochastic EM and Gibbs Sampling

IEEE Transactions on Signal Processing, v. 68, October 2020, p. 6198-6211
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Article

Understanding the Quintile Portfolio

IEEE Transactions on Signal Processing, v. 68, 2020, article number 9132714, p. 4030-4040
Zhou, Rui; P. Palomar, Daniel
Article

Radar Waveform Design via the Majorization-Minimization Framework

Radar Waveform Design Based on Optimization Theory / Edited by Guolong Cui, Antonio De Maio, Alfonso Farina, Jian L. Raleigh, NC : Scitech Publishing, 2020, p. 185-220, Ch. 7
Wu, Linlong; P. Palomar, Daniel
Book chapter

A Theoretical Basis for Practitioners Heuristic 1/N and Long-Only Quintile Portfolio

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9053772, p. 8434-8438
Zhou, Rui; P. Palomar, Daniel
Conference paper

Learning Undirected Graphs in Financial Markets

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2020-November, November 2020, article number 9443573, p. 741-745
De Miranda Cardoso, Jose Vinicius; Perez Palomar, Daniel
Conference paper

M-estimators of scatter with eigenvalue shrinkage

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2020-May, May 2020, article number 9054555, p. 5305-5309
Ollila, Esa; P. Palomar, Daniel; Pascal, Frederic
Conference paper

Nonconvex Sparse Graph Learning under Laplacian Constrained Graphical Model

Advances in Neural Information Processing Systems, v. 2020-December, 2020
Ying, Jiaxi; De miranda cardoso, Jose Vinicius; P. Palomar, Daniel
Conference paper

Robust Factor Analysis Parameter Estimation

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12014 LNCS, 2020, p. 3-11
Zhou, Rui; Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Conference paper

2019 15

Optimal Mean-Reverting Portfolio With Leverage Constraint for Statistical Arbitrage in Finance

IEEE Transactions on Signal Processing, v. 67, (7), April 2019, p. 1681-1695
Zhao, Ziping; Zhou, Rui; P. Palomar, Daniel
Article

Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM

IEEE Transactions on Signal Processing, v. 67, (16), August 2019, p. 4231-4244
Zhao, Licheng; Wang, Yiwei; Kumar, Sandeep; P. Palomar, Daniel
Article

Optimization of MIMO Device-to-Device Networks via Matrix Fractional Programming: A Minorization–Maximization Approach

IEEE/ACM Transactions on Networking, v. 27, (5), October 2019, article number 3370590, p. 2164-2177
Shen, Kaiming; Yu, Wei; Zhao, Licheng; P. Palomar, Daniel
Article

Parameter Estimation of Heavy-Tailed AR Model With Missing Data Via Stochastic EM

IEEE Transactions on Signal Processing, v. 67, (8), April 2019, article number 8648152, p. 2159-2172
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Article

Regularized robust estimation of mean and covariance matrix for incomplete data

Signal Processing, v. 165, December 2019, p. 278-291
Liu, Junyan; P. Palomar, Daniel
Article

Sequence Design for Spectral Shaping via Minimization of Regularized Spectral Level Ratio

IEEE Transactions on Signal Processing, v. 67, (18), September 2019, p. 4683-4695
Wu, Linlong; P. Palomar, Daniel
Article

Spectral-based methods for pipeline leakage localization

Journal of Hydraulic Engineering, v. 145, (3), March 2019, article number 04018089
Wang, Xun; P. Palomar, Daniel; Zhao, Licheng; Ghidaoui, Mohamed Salah Ben Habib; Murch, Ross David
Article

Accelerating the Multivariate SKEW T Parameter Estimation

2019 IEEE 8th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2019 - Proceedings, December 2019, article number 9022437, p. 251-255
Zhou, Rui; P. Palomar, Daniel
Conference paper

Bipartite Structured Gaussian Graphical Modeling via Adjacency Spectral Priors

Conference Record of The Fifty-Third Asilomar Conference on Signals, Systems & Computers, November 3-6, 2019, Pacific Grove, California / Edited by Michael B. Matthews, Northrop Grumman Innovation Systems. Piscataway, NJ : IEEE, 2019, p. 323-326
Kumar, Sandeep; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; Perez palomar, Daniel
Conference paper

Distributed optimization for Generalized Phase Retrieval over Networks

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2018-October, February 2019, article number 8645496, p. 48-52
Zhao, Ziping; Luy, Songtao; Hongy, Mingyi; P. Palomar, Daniel
Conference paper

Large-scale regularized portfolio selection via convex optimization

GlobalSIP 2019 - 7th IEEE Global Conference on Signal and Information Processing, Proceedings, November 2019, article number 8969214
Zhao, Ziping; P. Palomar, Daniel
Conference paper

Parameter Estimation of Heavy-Tailed AR(p) Model from Incomplete Data

European Signal Processing Conference, v. 2019, 2019
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Conference paper

Robust Factor Analysis Parameters Estimation

Zhou, Rui; Liu, Junyan; P. Palomar, Daniel; Kumar, Sandeep
Conference paper

Structured Graph Learning via Laplacian Spectral Constraints

Advances in Neural Information Processing Systems, v. 32, 2019
Kumar, Sandeep Anil; Ying, Jiaxi; De miranda cardoso, Jose Vinicius; Perez palomar, Daniel
Conference paper

Unified Framework for Minimax MIMO Transmit Beampattern Matching under Waveform Constraints

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2019, May 2019, article number 8683304, p. 4150-4154
Zhou, Rui; Zhao, Ziping; P. Palomar, Daniel
Conference paper

2018 12

A Markowitz Portfolio Approach to Options Trading

IEEE Transactions on Signal Processing, v. 66, (16), August 2018, p. 4223-4238
Zhao, Licheng; P. Palomar, Daniel
Article

Mean-Reverting Portfolio With Budget Constraint

IEEE Transactions on Signal Processing, v. 66, (9), 1 May 2018
Zhao, Ziping; P. Palomar, Daniel
Article

MISO Channel Estimation and Tracking from Received Signal Strength Feedback

IEEE Transactions on Signal Processing, v. 66, (7), April 2018, p. 1691-1704
Qiu, Tianyu; Fu, Xiao; Sidiropoulos, Nicholas D.; P. Palomar, Daniel
Article

Optimization Methods for Financial Index Tracking: From Theory to Practice

Foundations and Trends® in Optimization, v. 3, (3), June 2018, p. 171-279
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel
Article

Sparse Portfolios for High-Dimensional Financial Index Tracking

IEEE Transactions on Signal Processing, v. 66, (1), January 2018, article number 8064704, p. 155-170
Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel
Article

Transmit Waveform/Receive Filter Design for MIMO Radar With Multiple Waveform Constraints

IEEE Transactions on Signal Processing, v. 66, (6), March 2018, article number 8239836, p. 1526-1540
Wu, Linlong; Babu, Prabhu; P. Palomar, Daniel
Article

Optimization Methods for Financial Index Tracking: From Theory to Practice

Benidis, Konstantinos; Feng, Yiyong; P. Palomar, Daniel
Book

Decision Feedback Based Transceiver Optimization for MIMO Inter-Symbol Interference Channels

Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh
Conference paper

MIMO Transmit Beampattern Matching Under Waveform Constraint

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8462047, p. 3281-3285
Zhao, Ziping; P. Palomar, Daniel
Conference paper

Optimal Portfolio Design for Statistical Arbitrage in Finance

2018 IEEE Statistical Signal Processing Workshop, SSP 2018, 29 August 2018, article number 8450775, p. 747-751
Zhao, Ziping; Zhou, Rui; Wang, zhongju; P. Palomar, Daniel
Conference paper

Parameter Estimation of Heavy-tailed Random Walk Model from Incomplete Data

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2018-April, 10 September 2018, article number 8462385, p. 4439-4443
Liu, Junyan; Kumar, Sandeep; P. Palomar, Daniel
Conference paper

Sparse Reduced Rank Regression With Nonconvex Regularization

2018 IEEE Statistical Signal Processing Workshop, SSP 2018, 29 August 2018, article number 8450724, p. 618-622
Zhao, Ziping; P. Palomar, Daniel
Conference paper

2017 16

A Unified Framework for Low Autocorrelation Sequence Design via Majorization-Minimization

IEEE Transactions on Signal Processing, v. 65, (2), January 2017, article number 7605511, p. 438-453
Zhao, Licheng; Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Article

Cognitive Radar-Based Sequence Design via SINR Maximization

IEEE Transactions on Signal Processing, v. 65, (3), February 2017, article number 7707372, p. 779-793
Wu, Linlong; Babu, Prabhu Sing; P. Palomar, Daniel
Article

Effective Low-Complexity Optimization Methods for Joint Phase Noise and Channel Estimation in OFDM

IEEE Transactions on Signal Processing, v. 65, (12), June 2017, article number 7893737, p. 3247-3260
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel
Article

Introduction to the Issue on Cooperative Signal Processing for Heterogeneous and Multi-Task Wireless Sensor Networks

IEEE Journal of Selected Topics in Signal Processing, v. 11, (3), April 2017, p. 447-449
Zoubir, Abdelhak M.; Plata-Chaves, Jorge; P. Palomar, Daniel; Ribeiro, Alejandro; Scaglione, Anna
Article

Joint Optimization of Power and Data Transfer in Multiuser MIMO Systems

IEEE Transactions on Signal Processing, v. 65, (1), January 2017, article number 7581107, p. 212-227
Rubio, Javier; Pascual-Iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea
Article

Majorization-Minimization Algorithms in Signal Processing, Communications, and Machine Learning

IEEE Transactions on Signal Processing, v. 65, (3), February 2017, article number 7547360, p. 794-816
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Article

Maximin Joint Optimization of Transmitting Code and Receiving Filter in Radar and Communications

IEEE Transactions on Signal Processing, v. 65, (4), February 2017, article number 7736116, p. 850-863
Zhao, Licheng; P. Palomar, Daniel
Article

Successive Boolean Optimization of Planar Pixel Antennas

IEEE Transactions on Antennas and Propagation, v. 65, (2), February 2017, article number 7762757, p. 920-925
Shen, Shanpu; Sun, Ying; Song, Sichao; P. Palomar, Daniel; Murch, Ross David
Article

Undersampled Sparse Phase Retrieval via Majorization-Minimization

IEEE Transactions on Signal Processing, v. 65, (22), November 2017, p. 5957-5969
Qiu, Tianyu; P. Palomar, Daniel
Article

A Fast Algorithm for Joint Design of Transmit Waveforms and Receive Filters

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2017-July, December 2017, article number 8227807, p. 1-5
Wu, Linlong; Babu, Prabhu; P. Palomar, Daniel
Conference paper

A Low-Complexity Algorithm for OFDM Phase Noise Estimation

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2017-July, December 2017, article number 8227809, p. 1-5
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel
Conference paper

Distributed Nonconvex Multiagent Optimization Over Time-Varying Networks

Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869154, p. 788-794
Sun, Ying; Scutari, Gesualdo; P. Palomar, Daniel
Conference paper

Mean-Reverting Portfolio Design via Majorization-Minimization Method

Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869634, p. 1530-1534
Zhao, Ziping; P. Palomar, Daniel
Conference paper

Robust Estimation of Mean and Covariance Matrix for Incomplete Data in Financial Applications

2017 IEEE Global Conference On Signal And Information Processing, 2017, p. 908-912
Liu, Junyan; P. Palomar, Daniel
Conference paper

Robust Maximum Likelihood Estimation of Sparse Vector Error Correction Model

2017 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2017, v. 2018-January, March 2018, p. 913-917
Zhao, Ziping; P. Palomar, Daniel
Conference paper

Robust Rank Constrained Kronecker Covariance Matrix Estimation

Conference Record - Asilomar Conference on Signals, Systems and Computers, March 2017, article number 7869159, p. 810-814
Breloy, Arnaud; Sun, Ying; Babu, Prabhu; Ginolhac, Giullaume; P. Palomar, Daniel
Conference paper

2016 21

A Parallel Decomposition Method for Nonconvex Stochastic Multi-Agent Optimization Problems

IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7412752, p. 2949-2964
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel; Pesavento, Marius
Article

A Signal Processing Perspective on Financial Engineering

Foundations and Trends in Signal Processing, v. 9, (1-2), 2016, p. 1-235
Feng, Yiyong; P. Palomar, Daniel
Article

An Online Parallel Algorithm for Recursive Estimation of Sparse Signals

IEEE Transactions on Signal and Information Processing over Networks, v. 2, (3), September 2016, p. 290-305
Yang, Yang; Pesavento, Marius; Zhang, Mengyi; P. Palomar, Daniel
Article

Design of PAR-Constrained Sequences for MIMO Channel Estimation via Majorization-Minimization

IEEE Transactions on Signal Processing, v. 64, (23), 2016, article number 7563375, p. 6132-6144
Wang, Zhongju; Babu, Prabhu; P. Palomar, Daniel
Article

Efficient Algorithms on Robust Low-Rank Matrix Completion Against Outliers

IEEE Transactions on Signal Processing, v. 64, (18), September 2016, article number 7478144, p. 4767-4780
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel
Article

Introduction to the Issue on Financial Signal Processing and Machine Learning for Electronic Trading

IEEE Journal of Selected Topics in Signal Processing, v. 10, (6), September 2016, article number 7542611, p. 979-981
Akansu, Ali N.; Malioutov, Dmitry; P. Palomar, Daniel; Jay, Emmanuelle; Mandic, Danilo P.
Article

Low-Complexity Algorithms for Low Rank Clutter Parameters Estimation in Radar Systems

IEEE Transactions on Signal Processing, v. 64, (8), April 2016, article number 7366611, p. 1986-1998
Sun, Ying; Breloy, Arnaud; Babu, Prabhu; P. Palomar, Daniel; Pascal, Frederic; Ginolhac, Guillaume
Article

Orthogonal Sparse PCA and Covariance Estimation via Procrustes Reformulation

IEEE Transactions on Signal Processing, v. 64, (23), December 2016, article number 7558183, p. 6211-6226
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Article

PRIME: Phase Retrieval via Majorization-Minimization

IEEE Transactions on Signal Processing, v. 64, (19), October 2016, article number 7499815, p. 5174-5186
Qiu, Tianyu; Babu, Prabhu Sing; Perez Palomar, Daniel
Article

Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Elliptical Distributions

IEEE Transactions on Signal Processing, v. 64, (14), July 2016, article number 7439863, p. 3576-3590
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel
Article

Sequence Set Design With Good Correlation Properties Via Majorization-Minimization

IEEE Transactions on Signal Processing, v. 64, (11), June 2016, article number 7420715, p. 2866-2879
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Article

Sum-Rate Maximization for Energy Harvesting Nodes With a Generalized Power Consumption Model

IEEE Transactions on Wireless Communications, v. 15, (8), August 2016, article number 7457323, p. 5341-5354
Gregori, Maria; Payaró, Miquel; P. Palomar, Daniel
Article

A Signal Processing Perspective on Financial Engineering

Feng, yiyong; P. Palomar, Daniel
Book

A Robust Signal Subspace Estimator

IEEE Workshop on Statistical Signal Processing Proceedings, v. 2016-August, August 2016, article number 7551737
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; Ginolhac, Guillaume; P. Palomar, Daniel; Pascal, Frederic P.
Conference paper

Block Majorization-Minimization Algorithms for Low-Rank Clutter Subspace Estimation

European Signal Processing Conference, v. 2016-November, November 2016, article number 7760636, p. 2186-2190
Breloy, Arnaud; Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Conference paper

Optimal Design of Constant-Modulus Channel Training Sequences

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472408, p. 3901-3905
Wang, Zhongju; Babu, Prabhu Sing; P. Palomar, Daniel
Conference paper

Orthogonal Sparse Eigenvectors: A Procrustes Problem

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472565, p. 4683-4686
Benidis, Konstantinos; Sun, Ying; Babu, Prabhu; P. Palomar, Daniel
Conference paper

Portfolio Optimization With Asset Selection And Risk Parity Control

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472946, p. 6585-6589
Feng, Yiyong; P. Palomar, Daniel
Conference paper

PRIME: Phase Retrieval via Majorization-Minimization Technique

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2016-February, February 2016, article number 7421435, p. 1681-1685
Qiu, Tianyu; Babu, Prabhu; P. Palomar, Daniel
Conference paper

Sequence Design To Minimize The Peak Sidelobe Level

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2016-May, May 2016, article number 7472407, p. 3896-3900
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Conference paper

SWIPT Techniques for Multiuser MIMO Broadcast Systems

IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, PIMRC, December 2016, article number 7794639
Rubio, Javier; Pascual-iserte, Antonio; P. Palomar, Daniel; Goldsmith, Andrea J.
Conference paper

2015 11

Normalization of Linear Support Vector Machines

IEEE Transactions on Signal Processing, v. 63, (17), September 2015, article number 7120173, p. 4673-4688
Feng, Yiyong; P. Palomar, Daniel
Article

Optimization Methods for Designing Sequences With Low Autocorrelation Sidelobes

IEEE Transactions on Signal Processing, v. 63, (15), August 2015, article number 7093191, p. 3998-4009
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel
Article

Regularized Robust Estimation of Mean and Covariance Matrix Under Heavy-Tailed Distributions

IEEE Transactions on Signal Processing, v. 63, (12), June 2015, article number 7069228, p. 3096-3109
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Article

Robust Optimization of Order Execution

IEEE Transactions on Signal Processing, v. 63, (4), February 2015, article number 6998078, p. 907-920
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco
Article

SCRIP: Successive Convex Optimization Methods for Risk Parity Portfolio Design

IEEE Transactions on Signal Processing, v. 63, (19), October 2015, article number 7145485, p. 5285-5300
Feng, Yiyong; P. Palomar, Daniel
Article

Sparse Generalized Eigenvalue Problem Via Smooth Optimization

IEEE Transactions on Signal Processing, v. 63, (7), April 2015, article number 7017587, p. 1627-1642
Song, Junxiao; Babu, Prabhu Sing; P. Palomar, Daniel
Article

An Online Parallel Algorithm for Spectrum Sensing in Cognitive Radio Networks

2014 48th Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1801-1805
Yang, Yang; Zhang, Mengyi; Pesavento, Marius; P. Palomar, Daniel
Conference paper

Linear Support Vector Machines with Normalizations

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 1941-1945
Feng, Yiyong; P. Palomar, Daniel
Conference paper

Optimization Methods for Sequence Design with Low Autocorrelation Sidelobes

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 3033-3037
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Conference paper

Robust Estimation of Structured Covariance Matrix for Heavy-Tailed Distributions

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 5693-5697
Sun, Ying; Babu, Prabhu; P. Palomar, Daniel
Conference paper

Robust Low-Rank Optimization for Large Scale Problems

Conference Record - Asilomar Conference on Signals, Systems and Computers, February 2016, article number 7421155, p. 391-395
Zhao, Licheng; Babu, Prabhu Sing; P. Palomar, Daniel
Conference paper

2014 10

Convex Separable Problems With Linear Constraints in Signal Processing and Communications

IEEE Transactions on Signal Processing, v. 62, (22), November 2014, article number 6908027, p. 6045-6058
D'amico, Antonio A.; Sanguinetti, Luca; P. Palomar, Daniel
Article

Decomposition by Partial Linearization: Parallel Optimization of Multi-Agent Systems

IEEE Transactions on Signal Processing, v. 62, (3), February 2014, article number 6675875, p. 641-656
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi
Article

Energy Efficient Collaborative Beamforming in Wireless Sensor Networks

IEEE Transactions on Signal Processing, v. 62, (2), January 2014, article number 6650017, p. 496-510
Haro, Benjamin Bejar; Zazo, Santiago; P. Palomar, Daniel
Article

Noncooperative Day-Ahead Bidding Strategies for Demand-Side Expected Cost Minimization With Real-Time Adjustments: A GNEP Approach

IEEE Transactions on Signal Processing, v. 62, (9), May 2014, article number 6747393, p. 2397-2412
Atzeni, Italo; Garcia ordonez, Luis; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R.
Article

Randomized Algorithms for Optimal Solutions of Double-Sided QCQP With Applications in Signal Processing

IEEE Transactions on Signal Processing, v. 62, (5), March 2014, article number 6701323, p. 1093-1108
Huang, Yongwei; P. Palomar, Daniel
Article

Real and Complex Monotone Communication Games

IEEE Transactions on Information Theory, v. 60, (7), 2014, article number 6799233, p. 4197-4231
Scutari, Gesualdo; Facchinei, Francisco; Pang, Jong-Shi; P. Palomar, Daniel
Article

Regularized Tyler's Scatter Estimator: Existence, Uniqueness, and Algorithms

IEEE Transactions on Signal Processing, v. 62, (19), October 2014, article number 6879466, p. 5143-5156
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Article

A fast algorithm for sparse generalized eigenvalue problem

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2015-April, November 2014, article number 7094747, p. 1652-1656
Song, Junxiao; Babu, Prabhu; P. Palomar, Daniel
Conference paper

Convex separable problems with linear and box constraints

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, May 2014, article number 6854683, p. 5641-5645
D'amico, Antonio Alberto; Sanguinetti, Luca; P. Palomar, Daniel
Conference paper

Regularized Robust Estimation of Mean and Covariance Matrix under Heavy Tails and Outliers

2014 IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 125-128
Sun, Ying; Babu, Prabhu Sing; P. Palomar, Daniel
Conference paper

2013 17

Demand-Side Management via Distributed Energy Generation and Storage Optimization

IEEE Transactions on Smart Grid, v. 4, (2), June 2013, p. 866-876
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Rodriguez fonollosa, Javier
Article

Finite-Sample Linear Filter Optimization in Wireless Communications and Financial Systems

IEEE Transactions on Signal Processing, v.61, (20), October 2013, p. 5014-5025
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier
Article

Improved Calibration of High-Dimensional Precision Matrices

IEEE Transactions on Signal Processing, v. 61, (6), December 2012
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel
Article

Lorentz-Positive Maps and Quadratic Matrix Inequalities With Applications to Robust MISO Transmit Beamforming

IEEE Transactions on Signal Processing, v.61, (5), November 2012
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong
Article

Multi-portfolio Optimization: A Potential Game Approach

IEEE Transactions on Signal Processing, v.61, (22), November 2013, p. 5590-5602
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel
Article

Noncooperative and Cooperative Optimization of Distributed Energy Generation and Storage in the Demand-Side of the Smart Grid

IEEE Transactions on Signal Processing, v. 61, (10), May 2013, p. 2454-2472
Atzeni, Italo; Ordonez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R.
Article

On MMSE Crossing Properties and Implications in Parallel Vector Gaussian Channels

IEEE Transactions on Information Theory, v.59, (2), February 2013, article number 6332518, p. 818-844
Bustin, Ronit; Payaro, Miquel; P. Palomar, Daniel; Shamai (shitz), Shlomo
Article

Robust MIMO Cognitive Radio Systems Under Interference Temperature Constraints

IEEE Journal on Selected Areas in Communications, v. 31, (11), 2013, article number 6635261, p. 2465-2482
Yang, Yang; Scutari, Gesualdo; Song, Peiran; P. Palomar, Daniel
Article

Robust MIMO Precoding for Several Classes of Channel Uncertainty

IEEE Transactions on Signal Processing, v. 61, (12), June 2013, p. 3056-3070
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel
Article

Universal Binary Semidefinite Relaxation for ML Signal Detection

IEEE Transactions on Communications, v.61, (11), November 2013, p. 4565-4576
Fan, Xiaopeng; Song, Junxiao; P. Palomar, Daniel; Au, Oscar C L
Article

Cooperative Day-ahead Bidding Strategies for Demand-side Expected Cost Minimization

2013 IEEE International Conference on Acoustics, Speech and Signal Processing: Proceedings, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 5224-5228
Atzeni, Italo; Ordóñez, Luis G.; Scutari, Gesualdo; P. Palomar, Daniel; Fonollosa, Javier R.
Conference paper

Decomposition by Partial Linearization in Multiuser Systems

ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4424-4428
Scutari, Gesualdo; Facchinei, Francisco; Song, Peiran; P. Palomar, Daniel; Pang, Jong-Shi
Conference paper

Parallel Stochastic Decomposition Algorithms for Multi-agent Systems

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, 2013, article number 6612036, p. 180-184
Yang, Yang; Scutari, Gesualdo; P. Palomar, Daniel
Conference paper

Robust Adaptive Beamforming with Imprecise Steering Vector and Noise Covariance Matrix Due to Finite Sample Size

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, October 2013, article number 6638366, p. 3789-3790
Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel; Mestre, Xavier
Conference paper

Robust MIMO Cognitive Radio Systems under Temperature Interference Constraints

ICASSP 2013 - 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 4504-4508
Yang, Yang; Song, Peiran; Scutari, Gesualdo; P. Palomar, Daniel
Conference paper

Robust MIMO Precoding for the Schatten Norm Based Channel Uncertainty Sets

GLOBECOM - IEEE Global Telecommunications Conference, 2013, article number 6831597, p. 3394-3399
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjoern; P. Palomar, Daniel
Conference paper

Robust Order Execution under Box Uncertainty Sets

2013 Asilomar Conference on Signals, Systems and Computers, Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 44-48
Feng, Yiyong; P. Palomar, Daniel; Rubio, Francisco
Conference paper

2012 11

Array Gain in the DMT Framework for MIMO Channels

IEEE Transactions on Information Theory, v. 58, (7), July 2012, p. 4577-4593
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier
Article

Performance Analysis and Optimal Selection of Large Minimum Variance Portfolios Under Estimation Risk

IEEE Journal of Selected Topics in Signal Processing, v. 6, (4), August 2012, p. 337-350
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel
Article

Majorization Theory with Applications in Signal Processing and Communication Systems

Mathematical Foundations for Signal Processing, Communications, and Networking / Edited by Erchin Serpedin, Thomas Chen, Dinesh Rajan. . Boca Raton, FL : CRC Press, 2012, p. 561-598, Ch. 16
Wang, Jiaheng; P. Palomar, Daniel
Book chapter

Monotone Games for Cognitive Radio Systems

Distributed Decision Making and Control / Johansson R., Rantzer A. (eds). London : Springer, 2012, Book series: Lecture Notes in Control and Information Sciences, v. 417
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jong-Shi
Book chapter

Calibration of high-dimensional precision matrices under quadratic loss

Zhang, Mengyi; Rubio, Francisco; P. Palomar, Daniel
Conference paper

Day-ahead bidding strategies for demand-side expected cost minimization

IEEE International Conference on Smart Grid Communications, SmartGridComm, v. 2012, November 2012, article number 6485965, p. 91-96
Atzeni, Italo; Ordonez, Luis G.; Scutari, G.; P. Palomar, Daniel; Fonollosa, J.R.
Conference paper

Lifetime maximization for beamforming applications in wireless sensor networks

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288511, p. 2849-2852
Bejar, Benjamin; Zazo, Santiago; P. Palomar, Daniel
Conference paper

Lorentz-positive mapswith applications to robust MISO downlink beamforming

IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, March 2012, article number 6288499, p. 2801-2804
Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong
Conference paper

Multi-portfolio optimization: A potential game approach

Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, v. 75, 2012, p. 182-189
Yang, Yang; Rubio, Francisco; Scutari, Gesualdo; P. Palomar, Daniel
Conference paper

Optimal Order Execution for Algorithmic Trading: A CVaR Approach

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2012, June 2012, article number 6292954, p. 480-484
Feng, Yiyong; Rubio, Francisco; P. Palomar, Daniel
Conference paper

Robust maximin MIMO precoding for arbitrary convex uncertainty sets

Proceddings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2012, article number 6288557, p. 3045-3048
Wang, Jiaheng; Bengtsson, Mats; Ottersten, Bjorn; P. Palomar, Daniel
Conference paper

2011 9

Fractional QCQP With Applications in ML Steering Direction Estimation for Radar Detection

IEEE transactions on signal processing, v. 59, (1), January 2011, p. 172-185
De maio, Antonio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso
Article

Generalized Likelihood Ratios for Testing the Properness of Quaternion Gaussian Vectors

IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1356-1370
Via, Javier; P. Palomar, Daniel; Vielva, Luis
Article

Quaternion ICA From Second-Order Statistics

IEEE transactions on signal processing, v. 59, (4), April 2011, p. 1586-1600
Via, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaria, Ignacio
Article

Robust MIMO Cognitive Radio Via Game Theory

IEEE transactions on signal processing, v. 59, (3), March 2011, p. 1183-1201
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel
Article

Asymptotic analysis and consistent estimation of high-dimensional Markowitz portfolios

2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP, Puerto Rico : IEEE, 2011, p. 25-28, Article number 6135998
Rubio, Francisco; Mestre, Xavier; P. Palomar, Daniel
Conference paper

Distributed dynamic pricing for MIMO interfering multiuser systems: A unified approach

International Conference on NETwork Games, Control and Optimization, NetGCooP 2011, France : IEEE, 2011, Article number 6103878
Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco; Pang, Jongshi
Conference paper

DMA tradeoff for the MIMO static half-duplex relay

Ordóñez, L.G.; P. Palomar, Daniel; Fonollosa, J.R.
Conference paper

Fundamental diversity, multiplexing, and array gain tradeoff under different MIMO channel models

IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2012, May 2011, article number 5946715, p. 3252-3255
Ordóñez, L.G.; P. Palomar, Daniel; Fonollosa, J.R.
Conference paper

Maximum likelihood ICA of quaternion Gaussian vectors

International Conference on Acoustics Speech and Signal Processing ICASSP, v. 2012, May 2011, article number 5947294, p. 4260-4263
Vía, Javier; P. Palomar, Daniel; Vielva, Luis; Santamaría, I.
Conference paper

2010 14

Code Design for Radar STAP via Optimization Theory

IEEE transactions on signal processing, v. 58, (2), February 2010, p. 679-694
De maio, Antonio; De nicola, Silvio; Huang, Yongwei; P. Palomar, Daniel; Zhang, Shuzhong; Farina, Alfonso
Article

Convex optimization, game theory, and variational inequality theory

IEEE Signal Processing Magazine, v. 27, (3), May 2010, p. 35-49
Scutari, G.; P. Palomar, Daniel; Facchinei, F.; Pang, J.S.
Article

Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach

IEEE transactions on signal processing, v. 58, (6), June 2010, article number 5411806, p. 3251-3271
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco
Article

MIMO Cognitive Radio: A Game Theoretical Approach

IEEE transactions on signal processing, v. 58, (2), February 2010, p. 761-780
Scutari, Gesualdo; P. Palomar, Daniel
Article

On the computation of the capacity region of the discrete MAC

IEEE Transactions on Communications, v. 58, (12), December 2010, p. 3512-3525
Calvo, Eduard; P. Palomar, Daniel; Fonollosa, Javier Rodriguez; Vidal, Josep
Article

Rank-Constrained Separable Semidefinite Programming With Applications to Optimal Beamforming

IEEE transactions on signal processing, v. 58, (2), February 2010, p. 664-678
Huang, Yongwei; P. Palomar, Daniel
Article

Robust MMSE precoding in MIMO channels with pre-fixed receivers

IEEE transactions on signal processing, v. 58, (11), July 2010, p. 5802-5818
Wang, Jiaheng; P. Palomar, Danel
Article

Competitive optimization of cognitive radio MIMO systems via game theory

Convex Optimization in Signal Processing and Communications / Edited by Daniel P. Palomar and Yonina C. Eldar. Cambridge, UK : Cambridge University Press, 2009, p. 387-442, Ch. 11
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Book chapter

A dual perspective on separable semidefinite programming with applications to optimal beamforming

IEEE International Conference on Acoustics, Speech and Signal Processing, v. 2010, March 2010, article number 5496110, p. 3062-3065
Huang, Yongwei; P. Palomar, Daniel
Conference paper

Design of cognitive radio systems under temperature-interference constraints: A variational inequality approach

2010 IEEE International Conference on Acoustics, Speech and Signal Processing, March 2010, article number 5496127, p. 2994-2997
Pang, Jong-Shi; Scutari, Gesualdo; P. Palomar, Daniel; Facchinei, Francisco
Conference paper

Independent component analysis of quaternion Gaussian vectors

IEEE Sensor Array and Multichannel Signal Processing Workshop, SAM, v. 2010, October 2010, article number 5606718, p. 145-148
Via, Javier; Vielva, Luis; Santamaria, Ignacio; P. Palomar, Daniel
Conference paper

On MMSE properties and I-MMSE implications in parallel MIMO Gaussian channels

Bustin, R.; Payaró, M.; P. Palomar, Daniel; Shamai, S.
Conference paper

On the diversity, multiplexing, and array gain tradeoff in MIMO channels

IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513472, p. 2183-2187
Ordóñez, L.G.; P. Palomar, Daniel; Fonollosa, J.R.
Conference paper

Robust cognitive radio via game theory

IEEE International Symposium on Information Theory, v. 2010, June 2010, article number 5513386, p. 2073-2077
Wang, Jiaheng; Scutari, Gesualdo; P. Palomar, Daniel
Conference paper

2009 14

Energy-robustness tradeoff in cellular network power control

IEEE/ACM Transactions on Networking, v. 17, (3), June 2009, p. 912-925
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
Article

Flexible Design of Cognitive Radio Wireless Systems

IEEE Signal Processing Magazine, v. 26, (5), September 2009, p. 107-203
Scutari, Gesualdo; P. Palomar, Daniel; Pang, Jong-Shi; Facchinei, Francisco
Article

Hessian and concavity of mutual information, differential entropy, and entropy power in linear vector gaussian channels

IEEE Transactions on Information Theory, v. 55, (8), August 2009, p. 3613-3628
Payaro, Miquel; P. Palomar, Daniel
Article

Joint bit allocation and precoding for MIMO systems with decision feedback detection

IEEE Transactions on Signal Processing, v. 57, (11), November 2009, p. 4509-4521
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn
Article

Minimum BER linear MIMO transceivers with adaptive number of substreams

IEEE Transactions on Signal Processing, v. 57, (6), June 2009, p. 2336-2353
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Rodriguez fonollosa, Javier
Article

Ordered eigenvalues of a general class of Hermitian random matrices with application to the performance analysis of MIMO systems

IEEE Transactions on Signal Processing, v. 57, (2), February 2009, p. 672-689
Ordonez, Luis G.; P. Palomar, Daniel; Rodriguez fonollosa, Javier
Article

The MIMO Iterative Waterfilling Algorithm

IEEE transactions on signal processing, v. 57, (5), May 2009, p. 1917-1935
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Article

Worst-case robust MIMO transmission with imperfect channel knowledge

IEEE Transactions on Signal Processing, v. 57, (8), August 2009, p. 3086-3100
Wang, Jiaheng; P. Palomar, Daniel
Article

Convex Optimization in Signal Processing and Communications

P. Palomar, Daniel; Eldar, Yonina
Book

Competitive Optimization of Cognitive Radio MIMO Systems via Game Theory

International Conference on Game Theory for Networks, GameNets, v. 2009, May 2009, article number 5137432, p. 452-461
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Conference paper

Maximin robust design for MIMO communication systems against imperfect CSIT

IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 2009, April 2009, article number 4960104, p. 2397-2400
Wang, Jiaheng; P. Palomar, Daniel
Conference paper

On optimal precoding in linear vector gaussian channels with arbitrary input distribution

IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206040, p. 1085-1089
Payaró, M.; P. Palomar, Daniel
Conference paper

Optimal bit loading for MIMO systems with decision feedback detection

IEEE Vehicular Technology Conference, v. 2009, April 2009, article number 5073744
Bergman, Svante; P. Palomar, Daniel; Ottersten, Bjorn
Conference paper

Rank-Constrained Separable Semidefinite Programming for Optimal Beamforming Design

IEEE International Symposium on Information Theory, v. 2009, June 2009, article number 5206038, p. 2432-2436
Huang, Yongwei; P. Palomar, Daniel
Conference paper

2008 17

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels

IEEE Transactions on Information Theory, v. 54, (7), July 2008, p. 2868-2878
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Article

Cognitive MIMO Radio: Competitive Optimality Design Based on Subspace Projections

IEEE Signal Processing Magazine, v. 25, (6), November 2008, p. 46-59
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Article

Competitive design of multiuser MIMO systems based on game theory: A unified view

IEEE journal on selected areas in communications, v. 26, (7), August 2008, p. 1089-1103
Scutari, Gesualdo; P. Palomar, Daniel P.; Barbarossa, Sergio
Article

Game theory in communication systems

IEEE Journal on Selected Areas in Communications, v. 26, (7), September 2008, article number 4604730, p. 1042-1046
Huang, Jianwei; P. Palomar, Daniel; Mandayam, Narayan B.; Wicker, Stephen B.; Walrand, Jean; Basar, Tamer
Article

Lautum information

IEEE Transactions on Information Theory, v. 54, (3), March 2008, p. 964-975
P. Palomar, Daniel; Verdu, Sergio
Article

Optimal linear precoding strategies for wideband noncooperative systems based on game theory - Part I: Nash equilibria

IEEE transactions on signal processing, v. 56, (3), March 2008, p. 1230-1249
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Article

Optimal linear precoding strategies for wideband non-cooperative systems based on game theory - Part II: Algorithms

IEEE Transactions on Signal Processing, v. 56, (3), March 2008, p. 1250-1267
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Article

Statistically robust design of linear MIMO transceivers

IEEE transactions on signal processing, v. 56, August 2008, p. 3678-3689
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern
Article

A multivariate generalization of Costa's entropy power inequality

International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 595155, p. 1088-1092
Payaró, Miquel; P. Palomar, Daniel
Conference paper

Competitive Design of Multiuser MIMO Interference Systems Based on Game Theory: A Unified Framework

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2008, March 2008, article number 4518875, p. 5376-5379
Scutari, Gesualdo; P. Palomar, Daniel; Barbarossa, Sergio
Conference paper

Image deblocking using convex optimization

International Conference on Image Processing, ICIP, v. 2008, October 2008, article number 4712463, p. 3148-3135
Guo, Liwei; Au, Chi Lim; Ma, Mengyao; Fan, Xiaopeng; Wong, Peter H.W.; P. Palomar, Daniel
Conference paper

MIMO cognitive radio: A game theoretical approach

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2008, July 2008, article number 4641643, p. 426-430
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Conference paper

Objective assessment of audio quality

IET Conference Publications, v. 539 CP, v. 2008, p. 37-42
P. Palomar, Daniel; Skehill, R.; Rice, I.; Picovici, D.; Mcgrath, S.
Conference paper

Ordered Eigenvalues of a General Class of Hermitian Random Matrices and Performance Analysis of MIMO Systems

IEEE International Conference on Communications, ICC, v. 2008, May 2008, article number 4533758, p. 3846-3852
Garcia-ordonez, Luis; P. Palomar, Daniel; Fonollosa, Javier R.
Conference paper

Patterned complex-valued matrix derivatives

IEEE Sensor Array and Multichannel Signal Processing Workshop, v. 2008, July 2008, article number 4606875, p. 293-297
Hjørungnes, A.; P. Palomar, Daniel
Conference paper

Practical implementation of jointly designed transmit-receive space-time IIR filters

Proceedings of the Sixth International Symposium on Signal Processing and its Applications, IEEE. New York : IEEE, 2001, p. 521-524
P. Palomar, Daniel; Lagunas, Miguel Angel; Pascual, Antonio; Neira, Ana Pérez
Conference paper

The computation of the capacity region of the discrete degraded BC is a nonconvex DC problem

IEEE International Symposium on Information Theory, ISIT, v. 2008, July 2008, article number 4595282, p. 1721-1725
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J.
Conference paper

2007 15

Alternative distributed algorithms for network utility maximization: Framework and applications

IEEE Transactions on Automatic Control, v. 52, (12), December 2007, p. 2254-2269
P. Palomar, Daniel; Chiang, Mung
Article

High-SNR analytical performance of spatial multiplexing MIMO systems with CSI

IEEE Transactions on Signal Processing, v. 55, (11), November 2007, p. 5447-5463
Ordonez, Luis G.; P. Palomar, Daniel; Pages-zamora, Alba; Fonollosa, Javier Rodriguez
Article

Power control by geometric programming

IEEE Transactions on Wireless Communications, v. 6, (7), July 2007, p. 2640-2651
Chiang, Mung; Tan, Chee Wei; P. Palomar, Daniel; O'neill, Daniel; Julian, David
Article

Representation of mutual information via input estimates

IEEE Transactions on Information Theory, v. 53, (2), February 2007, p. 453-470
P. Palomar, Daniel; Verdu, Sergio
Article

Adaptive orthogonal beamforming for the MIMO broadcast channel

2nd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP 2007, v. 2007, December 2007, article number 4497969, p. 77-80
Duplicy, J.; P. Palomar, Daniel; Vandendorpe, L.
Conference paper

Asynchronous iterative waterfilling for Gaussian frequency-selective interference channels: A unified framework

Information Theory and Applications Workshop, ITA, v. 2007, February 2007, article number 4357602, p. 349-358
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Conference paper

Decision feedback based transceiver optimization for MIMO intersymbol interference channels

Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487171, p. 88-92
Jiang, Yi; Varanasi, Mahesh K.; P. Palomar, Daniel
Conference paper

Distributed totally asynchronous iterative waterfilling for wddeband interference channel with time/frequency offset

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2007, April 2007, article number 4218353, p. IV1325-IV1328
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Conference paper

Exploiting hidden convexity for flexible and robust resource allocation in cellular networks

IEEE International Conference on Computer Communications, INFCOM, v. 2007, May 2007, article number 4215699, p. 964-972
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
Conference paper

On equal constellation minimum BER linear MIMO transceivers

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217686, p. 221-224
Ordóñez, L.G.; P. Palomar, Daniel; Pagès-Zamora, Alba; Fonollosa, Javier R.
Conference paper

Optimal decentralized linear precoding for wideband non-cooperative interference systems based on game theory

IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMPSAP, v. 2007, December 2007, article number 4497971, p. 85-88
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Conference paper

Precoder optimization for Nonlinear MIMO transceiver based on arbitrary cost function

Annual Conference on Information Sciences and Systems, CISS, v. 1-2, 2007, article number 4298284, p. 119-124
Jiang, Yi; P. Palomar, Daniel; Varanasi, Mahesh K.
Conference paper

Robust MAC MIMO transceiver design with partial CSIT and CSIR

Asilomar Conference on Signals, Systems and Computers, ACSSC, v. 2007, November 2007, article number 4487222, p. 324-328
Zhang, Xi; P. Palomar, Daniel; Ottersten, Bjoern
Conference paper

The computation of the capacity region of the discrete MAC is a rank-one non-convex optimization problem

IEEE International Symposium on Information Theory, ISIT, v. 2007, June 2007, article number 4557578, p. 2396-2400
Calvo, E.; P. Palomar, Daniel; Fonollosa, J.R.; Vidal, J.
Conference paper

Unified theory of complex-valued matrix differentiation

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 3, April 2007, article number 4217717, p. 345-348
Hjørungnes, Are; Gesbert, David; P. Palomar, Daniel
Conference paper

2006 11

A robust maximin approach for MIMO communications with imperfect channel state information based on convex optimization

IEEE Transactions on Signal Processing, v. 54, (1), January 2006, p. 346-360
Pascual-iserte, A.; P. Palomar, Daniel; Pérez-neira, Ana I.; Lagunas, Miguel A.
Article

A tutorial on decomposition methods for network utility maximization

IEEE Journal on Selected Areas in Communications, v. 24, (8), August 2006, p. 1439-1451
P. Palomar, Daniel; Chiang, M.
Article

Gradient of mutual information in linear vector Gaussian channels

IEEE Transactions on Information Theory, v. 52, (1), January 2006, p. 141-154
P. Palomar, Daniel; Verdú, S.
Article

MIMO Transceiver Design via Majorization Theory

P. Palomar, Daniel; Jiang, Yi
Book

Alternative decompositions for distributed maximization of network utility: Framework and applications

EEE International Conference on Computer Communications, INF0COM, v. 2006, April 2006, article number 4146910, p. 2036-2048
P. Palomar, Daniel; Chiang, M.
Conference paper

Asynchronous iterative water-filling for Gaussian frequency-selective interference channels: A unified framework

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2006, July 2006, article number 4153949, p. 532-536
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Conference paper

Distributed optimization of coupled systems with applications to network utility maximization

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 5, May 2006, article number 1661442, p. V981-V984
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
Conference paper

Lautum information

IEEE Information Theory Workshop, ITW, v. 2006, March 2006, article number 1633769, p. 1-5
P. Palomar, Daniel; Verdú, S.
Conference paper

Potential games: A framework for vector power control problems with coupled constraints

IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP, v. 2006, May 2006, article number 1660950, p. IV241-IV244
Scutari, G.; Barbarossa, S.; P. Palomar, Daniel
Conference paper

Robust design of linear MIMO transceivers under channel uncertainty

2006 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2006, v. 4, May 2006, article number 1660909, p. IV77-IV80
Zhang, Xi; P. Palomar, Daniel; Ottersten, Björn E.
Conference paper

Simultaneous iterative water-filling for Gaussian frequency-selective interference channels

IEEE International Symposium on Information Theory, ISIT, v. 2006, July 2006, article number 4036033, p. 600-604
Scutari, G.; P. Palomar, Daniel; Barbarossa, S.
Conference paper

2005 11

Convex primal decomposition for multicarrier linear MIMO transceivers

IEEE Transactions on Signal Processing, v. 53, (12), December 2005, p. 4664-4674
P. Palomar, Daniel
Article

Designing MIMO communication systems: Constellation choice and linear transceiver design

IEEE Transactions on Signal Processing, v. 53, (10), October 2005, p. 3804-3818
P. Palomar, Daniel; Barbarossa, S.
Article

Minimum BER Linear Transceivers for MIMO Channels via Primal Decomposition

IEEE Transactions on Signal Processing, v. 53, (8), August 2005, p. 2866-2882
P. Palomar, Daniel; Bengtsson, Mats; Ottersten, Björn
Article

Practical algorithms for a family of waterfilling Solutions

IEEE Transactions on Signal Processing, v. 53, (2), February 2005, p. 686-695
P. Palomar, Daniel; Fonollosa, J.R.
Article

Convex Optimization Theory Applied to Joint Transmitter-Receiver Design in MIMO Channels

Space‐Time Processing for MIMO Communications / Edited by A. B. Gershman and N. Sidiropoulos. West Sussex : John Wily & Sons, Ltd., 2005, p. 269-317, Ch. 8
P. Palomar, Daniel; Pascual-iserte, A.; Cioffi, John M.; Lagunas, Miguel A.
Book chapter

Unified design of linear transceivers for MIMO channels

Smart Antennas Stateof-the-Art / Edited by T. Kaiser, A. Bourdoux, H. Boche, J. R. Fonollosa, J. B. Andersen, and W. Utschick. New York : Hindawi Publishing Corporation, 2005, p. 349-374, Ch. 18. Eurasip Book Series on Signal Processing and Communications, v. 3
P. Palomar, Daniel
Book chapter

Alternative decompositions and distributed algorithms for network utility maximization

GLOBECOM'05: IEEE Global Telecommunications Conference, v. 5, November 2005, article number 1578224, p. 2563-2568
P. Palomar, Daniel; Chiang, M.
Conference paper

Analytical BER performance in spatial multiplexing MIMO systems

IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC, v. 2005, June 2005, article number 1506067, p. 460-464
García-ordóñez, L.; P. Palomar, Daniel; Pagès-zamora, A.; Fonollosa, J.R.
Conference paper

Estimation-Theoretic Representation of Mutual Information

43rd Annual Allerton Conference on Communication, Control and Computing 2005, v. 4, September 2005, p. 2013-2022
P. Palomar, Daniel; Verdú, Sergio
Conference paper

Robust design of linear MIMO transceiver for low SNR

Conference Record - Asilomar Conference on Signals, Systems and Computers, v. 2005, October 2005, article number 1599776, p. 398-402
Zhang, Xi; P. Palomar, Daniel; Ottersten, B.
Conference paper

Solving nonconvex power control problems in wireless networks: low SIR regime and distributed algorithms

GLOBECOM - IEEE Global Telecommunications Conference, v. 2005, November 2005, article number 1578413, p. 3445-3450
Tan, Chee Wei; P. Palomar, Daniel; Chiang, Mung
Conference paper

2004 3

Optimum linear joint transmit-receive processing for MIMO channels with QoS constraints

IEEE Transactions on Signal Processing, v. 52, (5), May 2004, p. 1179-1197
P. Palomar, Daniel; Lagunas, M.A.; Cioffi, J.M.
Article

Unified framework for linear MIMO transceivers with shaping constraints

IEEE Communications Letters, v. 8, (12), December 2004, p. 697-699
P. Palomar, Daniel
Article

Decode-and-Forward Protocol for Cooperative Diversity in Multi-Antenna Wireless Networks

P. Palomar, Daniel; Agustín, Adrian; Muñoz, Olga; Vidal, Josep
Conference paper

2003 6

Joint transmit-receive space-time equalization in spatially correlated MIMO channels: A beamforming approach

IEEE Journal on Selected Areas in Communications, v. 21, (5), June 2003, p. 730-743
P. Palomar, Daniel; Lagunas, M.A.
Article

Joint Tx-Rx beamforming design for multicarrier MIMO channels: A unified framework for convex optimization

IEEE Transactions on Signal Processing, v. 51, (9), September 2003, p. 2381-2401
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.
Article

Uniform power allocation in MIMO channels: A game-theoretic approach

IEEE Transactions on Information Theory, v. 49, (7), July 2003, p. 1707-1727
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.
Article

Convex optimization theory applied to joint beamforming design in multicarrier MIMO channels

International Conference on Communications, ICC, v. 2003, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.; Iserte, A.P.
Conference paper

Real-Time Scheduling for Wireless Multiuser MISO Systems under different Fairness Criteria

7th International Symposium on Signal Processing and Its Applications, ISSPA 2003, v. 1, July 2003, article number 1224678, p. 213-216
Bartolomé, Diego; P. Palomar, Daniel; Pérez-neira, Ana I.
Conference paper

Uniform power allocation in MIMO channels: A game-theoretic approach

International Conference on Communications, ICC 2003, v. 4, May 2003, p. 2974-2978
P. Palomar, Daniel; Cioffi, J.M.; Lagunas, M.A.
Conference paper

2002 2

Optimum joint transmit-receive linear processing for vectored DSL transmission with QoS requirements

Conference Record of the Asilomar Conference on Signals, Systems and Computers, v. 1, November 2002, p. 388-392
P. Palomar, Daniel; Lagunas, Miguel Angel; Cioffi, John M.
Conference paper

Power Allocation Techniques for Joint Beamforming in OFDM-MIMO Channels

European Signal Processing Conference, v. 2002-March, March 2002, article number 7072041
Iserte, Antonio Pascual; Pérez-neira, Ana I.; P. Palomar, Daniel; Lagunas, Miguel Angel
Conference paper

2001 4

Temporal diversity on DS-CDMA communication systems for blind array signal processing

Signal Processing, v. 81, (8), August 2001, p. 1625-1640
P. Palomar, Daniel; Lagunas, Miguel Angel
Article

Capacity of spatially flattened frequency-selective MIMO channels using linear processing techniques in transmission

P. Palomar, Daniel; Lagunas, Miguel Angel
Conference paper

Capacity results of spatially correlated frequency-selective MIMO channels in UMTS

IEEE Vehicular Technology Conference, v. 2, (54ND), October 2001, p. 553-557
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel
Conference paper

Information-theoretic results for realistic UMTS MIMO channels

P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel Angel
Conference paper

2000 6

Self-reference Spatial Diversity Processing for Spread Spectrum Communications

AEÜ International Journal of Electronics and Communications, v. 54, (5), November 2000, p. 267-276
P. Palomar, Daniel; Nájar, Montse; Lagunas, Miguel Angel
Article

Diversidad espacio/tiempo en transmisión-recepción para comunicaciones móviles

Lagunas, Miguel Angel; P. Palomar, Daniel; Pérez neira, Ana I.
Conference paper

MMSE joint detection in frequency-selective wireless communication channels for DS-CDMA systems

EEE International Symposium on Spread Spectrum Techniques and Applications,, v. 2, 2000, p. 530-534
P. Palomar, Daniel; Fonollosa, Javier R.; Lagunas, Miguel A.
Conference paper

Optimum self-reference spatial diversity processing for FDSS and FH communication systems

P. Palomar, Daniel; Lagunas, Miguel Angel
Conference paper

Self-reference beamforming for DS-CDMA communication systems

IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP, v. 5, 2000, article number 861166, p. 3001-3004
P. Palomar, Daniel; Lagunas, Miguel Angel
Conference paper

Self-reference Spatial Diversity Processing for Spread Spectrum Communications

P. Palomar, Daniel; Lagunas, Miguel Angel; Nájar, Montse
Conference paper

1999 2

Re-optimization of LPC filters for multi-pulse coded excitation

Electronics Letters, v. 35, (13), June 1999, p. 1058-1059
P. Palomar, Daniel; Price, M.; Sandler, M.
Article

Blind beamforming for DS-CDMA systems

P. Palomar, Daniel; Lagunas, Miguel Angel
Conference paper

ELEC2910	Academic and Professional Development I
ELEC5470	Convex Optimization
IEDA5470	Convex Optimization
MAFS5310	Portfolio Optimization with R

ELEC3180	Data-Driven Portfolio Optimization
ELEC4940C	Independent Study
IEDA3180	Data-Driven Portfolio Optimization
IEDA4920	Decision Analytics Final Year Project
MFIT5009	Optimization in FinTech

ELEC5470	Convex Optimization
IEDA4920	Decision Analytics Final Year Project
IEDA5470	Convex Optimization
MAFS5310	Portfolio Optimization with R

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