Carlos Fernández-Loría

Publications

166

Citations

H-Index

2020

Active since

Affiliations

Hong Kong University of Science and Technology(Current)

University of Hong Kong

New York University

Carlos Fernández-Loría is an author at Hong Kong University of Science and Technology specializing in management, decision theory, and causal inference.

ORCID

Top concepts

ManagementEngineeringData ScienceDecision TheoryCausal InferenceDecision ScienceMarketingExplainable AiComputer ScienceInterpretability

Publications per year

2020–2022

Publications

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

Carlos Fernández-Loría, Foster Provost, Xintian Han · arXiv (Cornell University) · 2020 · 54 citations · Full text

Artificial Intelligence, Counterfactual Explanations, Machine Learning +20

Causal Decision Making and Causal Effect Estimation Are Not the Same…and Why It Matters

Carlos Fernández-Loría, Foster Provost · INFORMS Journal on Data Science · 2022 · 47 citations · Full text

Behavioral Decision Making, Treatment Effect, Business Analytics +17

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

Carlos Fernández-Loría, Foster Provost, Xintian Han · MIS Quarterly · 2022 · 38 citations

Artificial Intelligence, Engineering, Machine Learning +21

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

Carlos Fernández-Loría, Maxime C. Cohen, Anindya Ghose · Information Systems Research · 2022 · 17 citations

Customer Experience, Customer Satisfaction, Engineering +25

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

Carlos Fernández-Loría, Foster Provost, Jesse Anderton et al. · Information Systems Research · 2022 · 10 citations

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