Alexia Atsidakou
5 papers · 2021–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14)
🗺️
Taxonomy Completionist
(12)
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
NIPS (1)
Top co-authors
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)
polyak step size
(1)
side observation
(1)
exploration cost
(1)
reservation value
(1)
combinatorial optimization
(1)
Papers
Contextual Pandora’s Box
AAAI 2024
Finite-Time Logarithmic Bayes Regret Upper Bounds
NIPS 2023
Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent
AISTATS 2022
Asymptotically-Optimal Gaussian Bandits with Side Observations
ICML 2022
Combinatorial Blocking Bandits with Stochastic Delays
ICML 2021