Faculty Profiles - FERNÁNDEZ-LORÍA Carlos Manuel | The Hong Kong University of Science and Technology

Carlos Manuel FERNÁNDEZ-LORÍA

PhD in Information Systems
New York University, 2021

Assistant Professor
Department of Information Systems, Business Statistics and Operations Management

(852) 3469 3027
imcarlos@ust.hk
Room LSK5054A
Personal Web

Google Scholar

DWLysvgAAAAJ

ORCID

0000-0003-4509-3768

Scopus ID

57275422700

Research Interest Publications Projects Teaching Assignment RPG Supervision

Research Interest

Automated decision making
Causal inference
Explainable artificial intelligence (XAI)

Publications

All Years 6 2024 0 2023 2 2022 2 2021 0 2020 1 2019 1

2023 2

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

Information Systems Research, v. 34, (2), August 2023, p. 786-803
Fernández-Loría, Carlos; Provost, Foster; Anderton, Jesse; Carterette, Benjamin; Chandarc, Praveen
Article

Evolution of Referrals over Customers' Life Cycle: Evidence from a Ride-Sharing Platform

Information Systems Research, v. 34, (2), June 2023, p. 698-720
Fernández-Loría, Carlos Manuel; Cohen, Maxime C.; Ghose, Anindya
Article

2022 2

Causal Decision Making and Causal Effect Estimation are Not the Same… and Why it Matters

INFORMS Journal on Data Science, v. 1, (1), April-June 2022, p. 4-16
Fernandez Loria, Carlos Manuel; Provost, Foster
Article

Explaining Data-Driven Decisions Made by AI Systems: The Counterfactual Approach

MIS Quarterly, v. 46, (3), September 2022, p. 1635-1660
Fernandez Loria, Carlos Manuel; Provost, Foster; Han, Xintian
Article

2020 1

Combining observational and experimental data to improve large-scale decision making

Proceedings of the 41st International Conference on Information Systems, ICIS 2020, Making Digital Inclusive: Blending the Locak and the Global, Hyderabad, India, December 13-16, 2020 / Joey F. George, Souren Paul, Rahul De', Elena Karahanna, Suprateek Sarker, Gal Oestreicher-Singer (editors). USA : Association for Information Systems, 2020, article number.: 1533
Fernandez Loria, Carlos Manuel; Provost, Foster
Conference paper

2019 1

Counterfactual explanations for data-driven decisions

Fernandez Loria, Carlos Manuel; Provost, Foster; Han, Xintian
Conference paper

Article 2

A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

Information Systems Research, v. 34, (2), August 2023, p. 786-803
Fernández-Loría, Carlos; Provost, Foster; Anderton, Jesse; Carterette, Benjamin; Chandarc, Praveen

Evolution of Referrals over Customers' Life Cycle: Evidence from a Ride-Sharing Platform

Information Systems Research, v. 34, (2), June 2023, p. 698-720
Fernández-Loría, Carlos Manuel; Cohen, Maxime C.; Ghose, Anindya

Article 2

Causal Decision Making and Causal Effect Estimation are Not the Same… and Why it Matters

INFORMS Journal on Data Science, v. 1, (1), April-June 2022, p. 4-16
Fernandez Loria, Carlos Manuel; Provost, Foster

Explaining Data-Driven Decisions Made by AI Systems: The Counterfactual Approach

MIS Quarterly, v. 46, (3), September 2022, p. 1635-1660
Fernandez Loria, Carlos Manuel; Provost, Foster; Han, Xintian

Conference paper 1

Combining observational and experimental data to improve large-scale decision making

Proceedings of the 41st International Conference on Information Systems, ICIS 2020, Making Digital Inclusive: Blending the Locak and the Global, Hyderabad, India, December 13-16, 2020 / Joey F. George, Souren Paul, Rahul De', Elena Karahanna, Suprateek Sarker, Gal Oestreicher-Singer (editors). USA : Association for Information Systems, 2020, article number.: 1533
Fernandez Loria, Carlos Manuel; Provost, Foster

Conference paper 1

Counterfactual explanations for data-driven decisions

Fernandez Loria, Carlos Manuel; Provost, Foster; Han, Xintian

No Publications

Teaching Assignment

2024-25 Fall 1 2023-24 Summer 0 2023-24 Spring 0 2023-24 Winter 0 2023-24 Fall 1 2022-23 Summer 0

ISOM5270

Big Data Analytics

ISOM5270

Big Data Analytics

No Teaching Assignments

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Master of Philosophy

HOU, Yanfang
Information Systems

Projects

From January 2022 to December 2024

All Projects 1

No Projects.
Combining Observational and Experimental Data to Improve Intervention Decisions

結合觀察和實驗數據來改進干預決策 Leading

RGC - Early Career Scheme
Project Team (HKUST)
FERNÁNDEZ-LORÍA Carlos Manuel (Lead)
2023 -

Research Interest

Publications

2023 2

2022 2

2020 1

2019 1

Article 2

Article 2

Conference paper 1

Conference paper 1

Teaching Assignment

Research Postgraduate (RPG) Supervision

From January 2021 to December 2024 (As of 21 November 2024)

Current RPGs

Projects

From January 2022 to December 2024

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