Solenne Gaucher

According to our database, Solenne Gaucher authored at least 13 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Counterfactually Fair Regression via Optimal Transport.

M. Generali Lince, Solenne Gaucher, Jill-Jênn Vie, Patrick Loiseau

CoRR, May, 2026

Geometry of Relaxed Fair Regression: A Unified Framework for Aware and Unaware Settings.

M. Generali Lince, Vincent Divol, Rémi Flamary, Solenne Gaucher, P. Loiseau

CoRR, May, 2026

2025

Non-Stationary Lipschitz Bandits.

Nicolas Nguyen, Solenne Gaucher, Claire Vernade

CoRR, May, 2025

Feature-Based Online Bilateral Trade.

Solenne Gaucher, Martino Bernasconi, Matteo Castiglioni, Andrea Celli, Vianney Perchet

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Demographic parity in regression and classification within the unawareness framework.

Vincent Divol, Solenne Gaucher

CoRR, 2024

Open Research Challenges for Private Advertising Systems Under Local Differential Privacy.

Matilde Tullii, Solenne Gaucher, Hugo Richard, Eustache Diemert, Vianney Perchet, Alain Rakotomamonjy, Clément Calauzènes, Maxime Vono

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Improved Algorithms for Contextual Dynamic Pricing.

Matilde Tullii, Solenne Gaucher, Nadav Merlis, Vianney Perchet

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Fair learning with Wasserstein barycenters for non-decomposable performance measures.

Solenne Gaucher, Nicolas Schreuder, Evgenii Chzhen

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022

The price of unfairness in linear bandits with biased feedback.

Solenne Gaucher, Alexandra Carpentier, Christophe Giraud

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Outlier detection in networks with missing links.

Solenne Gaucher, Olga Klopp, Geneviève Robin

Comput. Stat. Data Anal., 2021

Optimality of variational inference for stochasticblock model with missing links.

Solenne Gaucher, Olga Klopp

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Finite Continuum-Armed Bandits.

Solenne Gaucher

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Link Prediction in the Stochastic Block Model with Outliers.

Solenne Gaucher, Olga Klopp, Geneviève Robin

CoRR, 2019