James Cheshire

6 papers · 2020–2026 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

NeurIPS (2) AAAI (1) AISTATS (1) COLT (1) ICML (1)

Top co-authors

Alexandra Carpentier (3) Stéphan Clémençon (3) Pierre Menard (3) Rianne de Heide (1) Vincent Laurent (1)

Research topics

Machine Learning (6) Learning Types (6) Optimization & Theory (5) Core Methods (3) Artificial Intelligence (1) Mathematics & Optimization (1) Core AI (1) Optimization (1)

Keywords

multi-armed bandit (4) active learning (3) pac learning (2) arm selection (2) thresholding bandit (2) bipartite ranking (2) roc curve (2) cumulative regret (1) minimax regret (1) upper confidence bound (1) regret bound (1) selection bia (1) structured bandit (1) shape constraint (1) weight function (1) optimal learning rate (1) monotonic constraint (1) probability error (1) problem dependent regime (1) arm mean (1)

Papers

Best Arm Identification with Biased Contexts AAAI 2026 Active Bipartite Ranking with Smooth Posterior Distributions AISTATS 2025 Active Bipartite Ranking NeurIPS 2023 Bandits with many optimal arms NeurIPS 2021 Problem Dependent View on Structured Thresholding Bandit Problems ICML 2021 The Influence of Shape Constraints on the Thresholding Bandit Problem COLT 2020