Alexia Atsidakou
5 papers · 2021–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
regret bound
(3)
multi-armed bandit
(3)
upper confidence bound
(2)
gradient descent
(1)
online optimization
(1)
prior distribution
(1)
ucb algorithm
(1)
gaussian noise
(1)
asymptotic optimality
(1)
contextual bandit
(1)
convergence rate
(1)
no-regret algorithm
(1)
bayesian bandit
(1)
empirical loss
(1)
stochastic delay
(1)
side observation
(1)
exploration cost
(1)
reservation value
(1)
population loss
(1)
combinatorial optimization
(1)
Papers
Contextual Pandora’s Box
AAAI 2024
Finite-Time Logarithmic Bayes Regret Upper Bounds
NeurIPS 2023
Asymptotically-Optimal Gaussian Bandits with Side Observations
ICML 2022
Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent
AISTATS 2022
Combinatorial Blocking Bandits with Stochastic Delays
ICML 2021