Solenne Gaucher

7 papers · 2020–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🔥 Unstoppable · Bronze

Venues

NeurIPS (4) AISTATS (1) ICLR (1) JMLR (1)

Top co-authors

Vianney Perchet (2) Evgenii Chzhen (1) Martino Bernasconi (1) Nicolas Schreuder (1) Olga Klopp (1) Christophe Giraud (1) Nadav Merlis (1) Vincent Divol (1) Matilde Tullii (1) Andrea Celli (1)

Research topics

Machine Learning (6) Optimization & Theory (5) Application Areas (3) Artificial Intelligence (2) Mathematics & Optimization (2) Core AI (2) Learning Types (2) Optimization (2) Deep Learning (1) Core Methods (1) Models (1)

Keywords

regret bound (4) fair regression (2) optimal transport (2) demographic parity (2) fair classification (2) online learning (2) stochastic reward (1) cost-sensitive classification (1) stochastic block model (1) multi-armed bandit (1) contextual bandit (1) bilateral trade (1) linear bandit (1) dynamic pricing (1) wasserstein barycenter (1) contextual learning (1) fair learning (1) phased elimination (1) budget balance (1) classification measure (1)

Papers

Demographic Parity in Regression and Classification Within the Unawareness Framework JMLR 2026 Feature-Based Online Bilateral Trade ICLR 2025 Improved Algorithms for Contextual Dynamic Pricing NeurIPS 2024 Fair learning with Wasserstein barycenters for non-decomposable performance measures AISTATS 2023 The price of unfairness in linear bandits with biased feedback NeurIPS 2022 Optimality of variational inference for stochasticblock model with missing links NeurIPS 2021 Finite Continuum-Armed Bandits NeurIPS 2020