25 citations · 46 across the 15 of their papers we have counts for
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cs.LG2022★ 1 cited
Non-Stationary Bandits under Recharging Payoffs: Improved Planning with Sublinear Regret
Orestis Papadigenopoulos, Constantine Caramanis, Sanjay Shakkottai
The stochastic multi-armed bandit setting has been recently studied in the non-stationary regime, where the mean payoff of each action is a non-decreasing function of the number of…
cs.LG2022★ 4 cited
Contextual Pandora's Box
Alexia Atsidakou, Constantine Caramanis, Evangelia Gergatsouli +2
Pandora's Box is a fundamental stochastic optimization problem, where the decision-maker must find a good alternative while minimizing the search cost of exploring the value of eac…