Link Prediction in the Stochastic Block Model with Outliers. - Solenne Gaucher; Olga Klopp; Geneviève Robin (CoRR, 2019)

Finite Continuum-Armed Bandits. - Solenne Gaucher (NeurIPS, 2020)

Optimality of variational inference for stochasticblock model with missing links. - Solenne Gaucher; Olga Klopp (NeurIPS, 2021)

Outlier detection in networks with missing links. - Solenne Gaucher; Olga Klopp; Geneviève Robin (Comput. Stat. Data Anal., 2021)

The price of unfairness in linear bandits with biased feedback. - Solenne Gaucher; Alexandra Carpentier; Christophe Giraud 002 (NeurIPS, 2022)

Fair learning with Wasserstein barycenters for non-decomposable performance measures. - Solenne Gaucher; Nicolas Schreuder; Evgenii Chzhen (AISTATS, 2023)

Improved Algorithms for Contextual Dynamic Pricing. - Matilde Tullii; Solenne Gaucher; Nadav Merlis; Vianney Perchet (NeurIPS, 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 (WISE (5), 2024)

Demographic parity in regression and classification within the unawareness framework. - Vincent Divol; Solenne Gaucher (CoRR, 2024)

Feature-Based Online Bilateral Trade. - Solenne Gaucher; Martino Bernasconi; Matteo Castiglioni; Andrea Celli; Vianney Perchet (ICLR, 2025)

Non-Stationary Lipschitz Bandits. - Nicolas Nguyen; Solenne Gaucher; Claire Vernade (CoRR, 2025)