Atilla Eryilmaz
6 papers · 2018–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π Academic Marathon (5) π Cross-Pollinator (7) πΊοΈ Taxonomy Completionist (16)
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Keyword Pioneer
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Hot Topic Early Bird
Conferences
AISTATS (2)
NIPS (2)
AAAI (1)
JMLR (1)
Top co-authors
Keywords
regret bound
(4)
multi-armed bandit
(3)
online learning
(2)
function approximation
(1)
sample complexity
(1)
robust reinforcement learning
(1)
constrained optimization
(1)
resource allocation
(1)
online convex optimization
(1)
bayesian approach
(1)
network structure
(1)
bandit feedback
(1)
bayesian optimization
(1)
continuous time
(1)
upper confidence bound
(1)
bandit optimization
(1)
sublinear regret
(1)
gradient clipping
(1)
lyapunov optimization
(1)
stochastic bandit
(1)
Papers
Provably Robust Temporal Difference Learning for Heavy-Tailed Rewards
NIPS 2023
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
AAAI 2022
A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints
AISTATS 2022
Group-Fair Online Allocation in Continuous Time
NIPS 2020
Budget-Constrained Bandits over General Cost and Reward Distributions
AISTATS 2020
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks
JMLR 2018