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Federating for Learning Group Fair Models


Oct 07, 2021
Afroditi Papadaki, Natalia Martinez, Martin Bertran, Guillermo Sapiro, Miguel Rodrigues


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Minimax Pareto Fairness: A Multi Objective Perspective


Nov 03, 2020
Natalia Martinez, Martin Bertran, Guillermo Sapiro

* International Conference on Machine Learning, 2020 

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Instance based Generalization in Reinforcement Learning


Nov 02, 2020
Martin Bertran, Natalia Martinez, Mariano Phielipp, Guillermo Sapiro

* Accepted on NeurIPS 2020 

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Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare


Nov 16, 2019
Natalia Martinez, Martin Bertran, Guillermo Sapiro


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Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video


Feb 14, 2019
Natalia Martinez, Martin Bertran, Guillermo Sapiro, Hau-Tieng Wu


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Learning to Collaborate for User-Controlled Privacy


May 18, 2018
Martin Bertran, Natalia Martinez, Afroditi Papadaki, Qiang Qiu, Miguel Rodrigues, Guillermo Sapiro


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