ML Anthology
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Cortes-Gomez, Santiago
4 publications
ICML
2025
Data-Driven Design of Randomized Control Trials with Guaranteed Treatment Effects
Santiago Cortes-Gomez
,
Naveen Janaki Raman
,
Aarti Singh
,
Bryan Wilder
ICLR
2025
Utility-Directed Conformal Prediction: A Decision-Aware Framework for Actionable Uncertainty Quantification
Santiago Cortes-Gomez
,
Carlos Miguel Patiño
,
Yewon Byun
,
Steven Wu
,
Eric Horvitz
,
Bryan Wilder
ICML
2024
Statistical Inference Under Constrained Selection Bias
Santiago Cortes-Gomez
,
Mateo Dulce Rubio
,
Carlos Miguel Patiño
,
Bryan Wilder
NeurIPS
2023
Auditing Fairness by Betting
Ben Chugg
,
Santiago Cortes-Gomez
,
Bryan Wilder
,
Aaditya Ramdas