Thomas Kleine Buening
5 papers · 2023–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(14)
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Triple Crown
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Core AI
(2)
Learning Types
(2)
Methods
(2)
Optimization
(2)
Data Science & Analytics
(1)
Robotics
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Capabilities
(1)
Keywords
mechanism design
(2)
sample efficiency
(1)
online learning
(1)
robustness
(1)
sequential decision making
(1)
minimax optimization
(1)
inverse reinforcement learning
(1)
dynamic regret
(1)
regret minimization
(1)
nash equilibrium
(1)
bayesian decision theory
(1)
prior distribution
(1)
multi-armed bandit
(1)
regret bound
(1)
online algorithm
(1)
adaptive algorithm
(1)
incentive design
(1)
environment design
(1)
non-stationary learning
(1)
linear contextual bandit
(1)
Papers
Bandits Meet Mechanism Design to Combat Clickbait in Online Recommendation
ICLR 2024
Environment Design for Inverse Reinforcement Learning
ICML 2024
Strategic Linear Contextual Bandits
NeurIPS 2024
ANACONDA: An Improved Dynamic Regret Algorithm for Adaptive Non-Stationary Dueling Bandits
AISTATS 2023
Minimax-Bayes Reinforcement Learning
AISTATS 2023