Martinez, Natalia

7 publications

NeurIPSW 2023 Cost-Aware Counterfactuals for Black Box Explanations Natalia Martinez, Kanthi Sarpatwar, Sumanta Mukherjee, Roman Vaculin

NeurIPSW 2022 Federated Fairness Without Access to Demographics Afroditi Papadaki, Natalia Martinez, Martin Andres Bertran, Guillermo Sapiro, Miguel R. D. Rodrigues

NeurIPSW 2021 Distributionally Robust Group Backwards Compatibility Martin Andres Bertran, Natalia Martinez, Alex Oesterling, Guillermo Sapiro

MLHC 2020 Attention-Based Network for Weak Labels in Neonatal Seizure Detection Dmitry Yu. Isaev, Dmitry Tchapyjnikov, C. Michael Cotten, David Tanaka, Natalia Martinez, Martin Bertran, Guillermo Sapiro, David Carlson

NeurIPS 2020 Instance-Based Generalization in Reinforcement Learning Martin Bertran, Natalia Martinez, Mariano Phielipp, Guillermo Sapiro

ICML 2020 Minimax Pareto Fairness: A Multi Objective Perspective Natalia Martinez, Martin Bertran, Guillermo Sapiro

ICML 2019 Adversarially Learned Representations for Information Obfuscation and Inference Martin Bertran, Natalia Martinez, Afroditi Papadaki, Qiang Qiu, Miguel Rodrigues, Galen Reeves, Guillermo Sapiro