Carlos Fernández-Loría

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Predictive Model

Outcome Prediction

Top Venues

Inf. Syst. Res.

J. Mach. Learn. Res.

Publications

Carlos Fernández-Loría, Yanfang Hou, Foster J. Provost, Jennifer Hill
Causal Fine-Tuning and Effect Calibration of Non-Causal Predictive Models. CoRR (2024)
Carlos Fernández-Loría, Maxime C. Cohen, Anindya Ghose
Evolution of Referrals over Customers' Life Cycle: Evidence from a Ride-Sharing Platform. Inf. Syst. Res. 34 (2) (2023)
Carlos Fernández-Loría, Foster J. Provost, Jesse Anderton, Benjamin A. Carterette, Praveen Chandar
A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation. Inf. Syst. Res. 34 (2) (2023)
Carlos Fernández-Loría, Foster J. Provost
Causal Classification: Treatment Effect Estimation vs. Outcome Prediction. J. Mach. Learn. Res. 23 (2022)
Carlos Fernández-Loría, Jorge Loría
Learning the Ranking of Causal Effects with Confounded Data. CoRR (2022)
Carlos Fernández-Loría, Foster J. Provost
Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters. CoRR (2021)
Carlos Fernández-Loría, Foster J. Provost
Combining Observational and Experimental Data to Improve Large-Scale Decision-Making. ICIS (2020)