Combinatorial Blocking Bandits with Stochastic Delays. - Alexia Atsidakou; Orestis Papadigenopoulos; Soumya Basu 001; Constantine Caramanis; Sanjay Shakkottai (ICML, 2021)

Towards Statistical and Computational Complexities of Polyak Step Size Gradient Descent. - Tongzheng Ren; Fuheng Cui; Alexia Atsidakou; Sujay Sanghavi; Nhat Ho (AISTATS, 2022)

Asymptotically-Optimal Gaussian Bandits with Side Observations. - Alexia Atsidakou; Orestis Papadigenopoulos; Constantine Caramanis; Sujay Sanghavi; Sanjay Shakkottai (ICML, 2022)

Parallel model exploration for tumor treatment simulations. - Charilaos Akasiadis; Miguel Ponce de Leon; Arnau Montagud; Evangelos Michelioudakis; Alexia Atsidakou; Elias Alevizos; Alexander Artikis; Alfonso Valencia; Georgios Paliouras (Comput. Intell., 2022)

Bayesian Fixed-Budget Best-Arm Identification. - Alexia Atsidakou; Sumeet Katariya; Sujay Sanghavi; Branislav Kveton (CoRR, 2022)

Logarithmic Bayes Regret Bounds. - Alexia Atsidakou; Branislav Kveton; Sumeet Katariya; Constantine Caramanis; Sujay Sanghavi (NeurIPS, 2023)

Contextual Pandora's Box. - Alexia Atsidakou; Constantine Caramanis; Evangelia Gergatsouli; Orestis Papadigenopoulos; Christos Tzamos (AAAI, 2024)