James Cheshire
6 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(9)
🗺️
Taxonomy Completionist
(10)
Conferences
NIPS (2)
AAAI (1)
AISTATS (1)
COLT (1)
ICML (1)
Top co-authors
Keywords
multi-armed bandit
(3)
thresholding bandit
(2)
arm selection
(2)
active learning
(2)
selective sampling
(1)
ucb algorithm
(1)
probability of error
(1)
bipartite ranking
(1)
cumulative regret
(1)
minimax regret
(1)
upper confidence bound
(1)
regret bound
(1)
selection bia
(1)
structured bandit
(1)
best-arm identification
(1)
shape constraint
(1)
weight function
(1)
optimal learning rate
(1)
monotonic constraint
(1)
probability error
(1)
Papers
Best Arm Identification with Biased Contexts
AAAI 2026
Active Bipartite Ranking with Smooth Posterior Distributions
AISTATS 2025
Active Bipartite Ranking
NIPS 2023
Bandits with many optimal arms
NIPS 2021
Problem Dependent View on Structured Thresholding Bandit Problems
ICML 2021
The Influence of Shape Constraints on the Thresholding Bandit Problem
COLT 2020