publications

2024

1. ICML

   Statistical inference under constrained selection bias

   Santiago Cortes-Gomez, Mateo Dulce, Carlos Patino, and 1 more author

   ICML, 2024

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2. Decision-Focused Uncertainty Quantification

   Santiago Cortes-Gomez, Carlos Patino, Yewon Byun, and 3 more authors

   arXiv preprint arXiv:2410.01767, 2024

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

   Santiago Cortes-Gomez, Naveen Raman, aarti Singh, and 1 more author

   arXiv preprint arXiv:2410.11212, 2024

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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

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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

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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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