Robert Schapire
14 papers · 2011–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer π Interdisciplinary Bridge π Academic Marathon (14)
π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(14)
π
Trend Setter
π
Century Club
(14)
ποΈ
Keyword Collector
(61)
Conferences
ICML (6)
AISTATS (5)
COLT (3)
Top co-authors
Keywords
regret bound
(7)
contextual bandit
(6)
online learning
(5)
adversarial learning
(2)
empirical risk minimization
(2)
game theory
(2)
policy learning
(2)
interactive learning
(1)
imitation learning
(1)
sample efficiency
(1)
supervised learning
(1)
alternating minimization
(1)
convex risk minimization
(1)
resource allocation
(1)
collaborative filtering
(1)
reward prediction
(1)
conditional probability
(1)
importance weighting
(1)
online convex optimization
(1)
matrix factorization
(1)
Papers
On the Hardness of Bandit Learning
COLT 2025
Lexicographic Optimization: Algorithms and Stability
AISTATS 2024
Interactive Learning from Activity Description
ICML 2021
Learning Deep ResNet Blocks Sequentially using Boosting Theory
ICML 2018
Practical Contextual Bandits with Regression Oracles
ICML 2018
Efficient Algorithms for Adversarial Contextual Learning
ICML 2016
Learning and inference in the presence of corrupted inputs
COLT 2015
Convex Risk Minimization and Conditional Probability Estimation
COLT 2015
Collaborative Ranking for Local Preferences
AISTATS 2014
Towards Minimax Online Learning with Unknown Time Horizon
ICML 2014
Taming the Monster: A Fast and Simple Algorithm for Contextual Bandits
ICML 2014
Contextual Bandit Learning with Predictable Rewards
AISTATS 2012
Contextual Bandits with Linear Payoff Functions
AISTATS 2011
Contextual Bandit Algorithms with Supervised Learning Guarantees
AISTATS 2011