publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. The Limits of AI-Driven Allocation: Optimal Screening under Aleatoric Uncertainty
    Santiago Cortes-Gomez, Mateo Dulce Rubio, Carlos Patino, and 1 more author
    Under Revision, 2026
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  2. Position: Healthcare LLM Benchmarks Are Only as Good as Their Explicit Assumptions
    Santiago Cortes-Gomez, and  others
    Submitted, 2026
  3. Do LLMs Act Like Rational Agents? Measuring Belief Coherence in Probabilistic Decision Making
    Khurram Yamin, Jingjing Tang, Santiago Cortes-Gomez, and 3 more authors
    Under Revision, 2026
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2025

  1. ICLR
    Decision-Focused Uncertainty Quantification
    Santiago Cortes-Gomez, Carlos Patino, Yewon Byun, and 3 more authors
    ICLR, 2025
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  2. ICML
    Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects
    Santiago Cortes-Gomez, Naveen Raman, Aarti Singh, and 1 more author
    ICML, 2025
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  3. EMNLP
    Predicting Language Models’ Success at Zero-Shot Probabilistic Prediction
    Kevin Ren, Santiago Cortes-Gomez, Carlos Miguel Patiño, and 7 more authors
    EMNLP, 2025
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2024

  1. ICML
    Statistical inference under constrained selection bias
    Santiago Cortes-Gomez, Mateo Dulce, Carlos Patino, and 1 more author
    ICML, 2024
    HTML

2023

  1. Neurips
    Auditing Fairness by Betting (Spotlight)
    Ben Chugg, Santiago Cortes-Gomez, Bryan Wilder, and 1 more author
    Neurips, 2023
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2021

  1. Bull. Math. Biol
    Alternative Strategies for the Estimation of a Disease’s Basic Reproduction Number: A Model-Agnostic Study
    Gustavo Nicolás Páez, Juan Felipe Cerón, Santiago Cortés, and 6 more authors
    Bulletin of Mathematical Biology, 2021
    PDF

2020

  1. Neurips
    Unsupervised learning for economic risk evaluation in the context of Covid-19 pandemic (Selected for contributed talk)
    Santiago Cortes, and Yullys M Quintero
    Neurips ML4D workshop, 2020
    HTML PDF

2018

  1. Higher composition laws, integral trace forms and an alternative proof for the Scholz reflection principle
    Santiago Enrique Cortés Gómez, and  others
    Uniandes, 2018
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