Vincent Grari

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Incremental Learning

Robust Optimization

Sensitive Attributes

Top Venues

Publications

Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing. ICLR (2024)
Vincent Grari, Marcin Detyniecki
OptiGrad: A Fair and more Efficient Price Elasticity Optimization via a Gradient Based Learning. CoRR (2024)
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki
Adversarial learning for counterfactual fairness. Mach. Learn. 112 (3) (2023)
Vincent Grari, Thibault Laugel, Tatsunori Hashimoto, Sylvain Lamprier, Marcin Detyniecki
On the Fairness ROAD: Robust Optimization for Adversarial Debiasing. CoRR (2023)
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki
Fairness without the Sensitive Attribute via Causal Variational Autoencoder. IJCAI (2022)
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki
Fairness without the sensitive attribute via Causal Variational Autoencoder. CoRR (2021)
Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki
Learning Unbiased Representations via Rényi Minimization. ECML/PKDD (2) (2021)
Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki
Enforcing Individual Fairness via Rényi Variational Inference. ICONIP (5) (2021)
Vincent Grari, Oualid El Hajouji, Sylvain Lamprier, Marcin Detyniecki
Learning Unbiased Representations via Rényi Minimization. CoRR (2020)
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki
Fairness-Aware Neural Rényi Minimization for Continuous Features. IJCAI (2020)
Vincent Grari, Sylvain Lamprier, Marcin Detyniecki
Adversarial Learning for Counterfactual Fairness. CoRR (2020)
Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki
Achieving Fairness with Decision Trees: An Adversarial Approach. Data Sci. Eng. 5 (2) (2020)
Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki
Fair Adversarial Gradient Tree Boosting. ICDM (2019)
Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki
Fair Adversarial Gradient Tree Boosting. CoRR (2019)
Vincent Grari, Boris Ruf, Sylvain Lamprier, Marcin Detyniecki
Fairness-Aware Neural Réyni Minimization for Continuous Features. CoRR (2019)