The Influence of Shape Constraints on the Thresholding Bandit Problem. - James Cheshire; Pierre Ménard; Alexandra Carpentier (COLT, 2020)

Problem Dependent View on Structured Thresholding Bandit Problems. - James Cheshire; Pierre Ménard; Alexandra Carpentier (ICML, 2021)

Bandits with many optimal arms. - Rianne de Heide; James Cheshire; Pierre Ménard; Alexandra Carpentier (NeurIPS, 2021)

Structured pure exploration bandit problems and extensions - James Cheshire (2022)

Active Bipartite Ranking. - James Cheshire; Vincent Laurent; Stéphan Clémençon (NeurIPS, 2023)

Active Bipartite Ranking with Smooth Posterior Distributions. - James Cheshire; Stéphan Clémençon (AISTATS, 2025)