Carlos Fernández-Loría

According to our database, Carlos Fernández-Loría authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Causal Fine-Tuning and Effect Calibration of Non-Causal Predictive Models.

Carlos Fernández-Loría, Yanfang Hou, Foster J. Provost, Jennifer Hill

CoRR, 2024

2023

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

Carlos Fernández-Loría, Foster J. Provost, Jesse Anderton, Benjamin A. Carterette, Praveen Chandar

Inf. Syst. Res., 2023

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

Carlos Fernández-Loría, Maxime C. Cohen, Anindya Ghose

Inf. Syst. Res., 2023

2022

Causal Classification: Treatment Effect Estimation vs. Outcome Prediction.

Carlos Fernández-Loría, Foster J. Provost

J. Mach. Learn. Res., 2022

Learning the Ranking of Causal Effects with Confounded Data.

Carlos Fernández-Loría, Jorge Loría

CoRR, 2022

2021

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

Carlos Fernández-Loría, Foster J. Provost

CoRR, 2021

2020

Combining Observational and Experimental Data to Improve Large-Scale Decision-Making.

Carlos Fernández-Loría, Foster J. Provost

Proceedings of the 41st International Conference on Information Systems, 2020