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Nicolas Usunier
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Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers


Feb 16, 2023
Melissa Hall, Bobbie Chern, Laura Gustafson, Denisse Ventura, Harshad Kulkarni, Candace Ross, Nicolas Usunier

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Leveraging Demonstrations with Latent Space Priors


Oct 26, 2022
Jonas Gehring, Deepak Gopinath, Jungdam Won, Andreas Krause, Gabriel Synnaeve, Nicolas Usunier

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Contextual bandits with concave rewards, and an application to fair ranking


Oct 18, 2022
Virginie Do, Elvis Dohmatob, Matteo Pirotta, Alessandro Lazaric, Nicolas Usunier

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Fast online ranking with fairness of exposure


Sep 13, 2022
Nicolas Usunier, Virginie Do, Elvis Dohmatob

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* FAccT 2022 
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Measuring and signing fairness as performance under multiple stakeholder distributions


Jul 20, 2022
David Lopez-Paz, Diane Bouchacourt, Levent Sagun, Nicolas Usunier

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Optimizing generalized Gini indices for fairness in rankings


Apr 14, 2022
Virginie Do, Nicolas Usunier

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* Accepted to SIGIR 2022 
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Fairness Indicators for Systematic Assessments of Visual Feature Extractors


Feb 15, 2022
Priya Goyal, Adriana Romero Soriano, Caner Hazirbas, Levent Sagun, Nicolas Usunier

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Two-sided fairness in rankings via Lorenz dominance


Oct 28, 2021
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier

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* NeurIPS 2021 
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Hierarchical Skills for Efficient Exploration


Oct 20, 2021
Jonas Gehring, Gabriel Synnaeve, Andreas Krause, Nicolas Usunier

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* To appear in 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 
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