Thodoris Lykouris
11 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (24) π£ Hot Topic Early Bird
π
Keyword Champion
(2)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory
(8)
Mathematics & Optimization
(6)
Optimization
(6)
Artificial Intelligence
(5)
Learning Types
(5)
Core AI
(4)
Computer Science
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core Methods
(1)
Learning Paradigms Β· Artificial Intelligence
(1)
Learning Paradigms Β· Machine Learning
(1)
Systems
(1)
Keywords
regret bound
(4)
multi-armed bandit
(2)
action elimination
(2)
thompson sampling
(2)
online learning
(2)
constrained reinforcement learning
(1)
game theory
(1)
algorithmic fairness
(1)
bandit feedback
(1)
online learning algorithm
(1)
mirror descent
(1)
graph feedback
(1)
bayesian decision making
(1)
parameter uncertainty
(1)
concave optimization
(1)
no-regret learning
(1)
corruption robustness
(1)
upper confidence bound
(1)
non-discrimination
(1)
episodic learning
(1)
Papers
Quantifying the Cost of Learning in Queueing Systems
NeurIPS 2023
Efficient decentralized multi-agent learning in asymmetric queuing systems
COLT 2022
Bayesian decision-making under misspecified priors with applications to meta-learning
NeurIPS 2021
Corruption-robust exploration in episodic reinforcement learning
COLT 2021
Bandits with Adversarial Scaling
ICML 2020
Constrained episodic reinforcement learning in concave-convex and knapsack settings
NeurIPS 2020
Feedback graph regret bounds for Thompson Sampling and UCB
ALT 2020
Competitive Caching with Machine Learned Advice
ICML 2018
On preserving non-discrimination when combining expert advice
NeurIPS 2018
Small-loss bounds for online learning with partial information
COLT 2018
Learning in Games: Robustness of Fast Convergence
NeurIPS 2016