Santiago Cortes-Gomez

According to our database, Santiago Cortes-Gomez authored at least 10 papers between 2023 and 2026.

Collaborative distances:

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

2026

Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions.

Naveen Raman, Santiago Cortes-Gomez, Mateo Dulce-Rubio, Fei Fang, Bryan Wilder

CoRR, May, 2026

The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty.

Santiago Cortes-Gomez, Mateo Dulce-Rubio, Carlos Miguel Patiño, Bryan Wilder

CoRR, May, 2026

Do LLMs Act Like Rational Agents? Measuring Belief Coherence in Probabilistic Decision Making.

Khurram Yamin, Jingjing Tang, Santiago Cortes-Gomez, Amit Sharma, Eric Horvitz, Bryan Wilder

CoRR, February, 2026

2025

Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects.

Santiago Cortes-Gomez, Naveen Janaki Raman, Aarti Singh, Bryan Wilder

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Predicting Language Models' Success at Zero-Shot Probabilistic Prediction.

Kevin Ren, Santiago Cortes-Gomez, Carlos Miguel Patiño, Ananya Joshi, Ruiqi Lyu, Jingjing Tang, Alistair Turcan, Khurram Yamin, Steven Wu, Bryan Wilder

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

2024

Decision-Focused Uncertainty Quantification.

Santiago Cortes-Gomez, Carlos Miguel Patiño, Yewon Byun, Steven Wu, Eric Horvitz, Bryan Wilder

CoRR, 2024

Statistical Inference Under Constrained Selection Bias.

Santiago Cortes-Gomez, Mateo Dulce-Rubio, Carlos Miguel Patiño, Bryan Wilder

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Inference under constrained distribution shifts.

Santiago Cortes-Gomez, Mateo Dulce-Rubio, Bryan Wilder

CoRR, 2023

Auditing Fairness by Betting.

Ben Chugg, Santiago Cortes-Gomez, Bryan Wilder, Aaditya Ramdas

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023