DSc in Computational Mathematics
University of Chinese Academy of Sciences, 2020
Accelerated Convergence of Stochastic Heavy Ball Method under Anisotropic Gradient Noise
Conference paper
Improved Step-Size Schedules for Proximal Noisy Gradient Methods
Article
On the Convergence of Stochastic Gradient Descent with Bandwidth-based Step Size
Article
Generalized Polyak Step Size for First Order Optimization with Momentum
Conference paper
Stochastic Trust-Region Methods with Trust-Region Radius Depending on Probabilistic Models
Article
Zeroth-Order Randomized Subspace Newton Methods
Conference paper
Improved step-size schedules for noisy gradient methods
Conference paper
On the Convergence of Step Decay Step-Size for Stochastic Optimization
Conference paper
Improved Step-Size Schedules for Proximal Noisy Gradient Methods
On the Convergence of Stochastic Gradient Descent with Bandwidth-based Step Size
Generalized Polyak Step Size for First Order Optimization with Momentum
Stochastic Trust-Region Methods with Trust-Region Radius Depending on Probabilistic Models
No Publications |
MATH2011 | Introduction to Multivariable Calculus |
MATH2111 | Matrix Algebra and Applications |
MATH2111 | Matrix Algebra and Applications |
No Teaching Assignments |
No Teaching Assignments |
No Teaching Assignments |
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