Carlos Fernández-Loría

HKUST Business School

Clear Water Bay

Kowloon

Hong Kong

SCHOLARLY PAPERS

3

DOWNLOADS

1,078

SSRN CITATIONS

1

CROSSREF CITATIONS

2

Scholarly Papers (3)

1.

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

Forthcoming to Information Systems Research
Number of pages: 41 Posted: 26 Mar 2019 Last Revised: 14 Apr 2022
Carlos Fernández-Loría, Maxime C. Cohen and Anindya Ghose
HKUST Business School, Desautels Faculty of Management, McGill University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 468 (85,994)
Citation 2

Abstract:

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Referrals, Ride-Sharing, Online Platforms

2.

Causal Classification: Treatment Effect Estimation vs. Outcome Prediction

Journal of Machine Learning Research
Number of pages: 35 Posted: 26 Jun 2019 Last Revised: 11 Apr 2022
Carlos Fernández-Loría and Foster Provost
HKUST Business School and New York University
Downloads 309 (136,951)
Citation 1

Abstract:

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Bias-variance tradeoff, causal inference, treatment assignment

3.

Observational vs Experimental Data When Making Automated Decisions Using Machine Learning

NYU Stern School of Business
Number of pages: 39 Posted: 05 Sep 2019 Last Revised: 17 Jun 2022
Carlos Fernández-Loría and Foster Provost
HKUST Business School and New York University
Downloads 301 (140,848)

Abstract:

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confounding, causal inference, treatment assignment