James Cheshire

According to our database, James Cheshire authored at least 8 papers between 2020 and 2026.

Collaborative distances:

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

2026

Active Seriation: Efficient Ordering Recovery with Statistical Guarantees.

James Cheshire, Yann Issartel

CoRR, March, 2026

Best Arm Identification with Biased Contexts.

James Cheshire, Stéphan Clémençon

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Active Bipartite Ranking with Smooth Posterior Distributions.

James Cheshire, Stéphan Clémençon

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2023

Active Bipartite Ranking.

James Cheshire, Vincent Laurent, Stéphan Clémençon

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Structured pure exploration bandit problems and extensions

James Cheshire

PhD thesis, 2022

2021

Bandits with many optimal arms.

Rianne de Heide, James Cheshire, Pierre Ménard, Alexandra Carpentier

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

Problem Dependent View on Structured Thresholding Bandit Problems.

James Cheshire, Pierre Ménard, Alexandra Carpentier

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

The Influence of Shape Constraints on the Thresholding Bandit Problem.

James Cheshire, Pierre Ménard, Alexandra Carpentier

Proceedings of the Conference on Learning Theory, 2020