Atilla Eryilmaz
6 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
π£
Hot Topic Early Bird
Venues
Top co-authors
Research topics
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
NeurIPS 2023
A Bayesian Approach for Stochastic Continuum-armed Bandit with Long-term Constraints
AISTATS 2022
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
AAAI 2022
Budget-Constrained Bandits over General Cost and Reward Distributions
AISTATS 2020
Group-Fair Online Allocation in Continuous Time
NeurIPS 2020
Reward Maximization Under Uncertainty: Leveraging Side-Observations on Networks
JMLR 2018