18 citations · 41 across the 15 of their papers we have counts for
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stat.ML2018
Optimal Data Driven Resource Allocation under Multi-Armed Bandit Observations
Apostolos N. Burnetas, Odysseas Kanavetas, Michael N. Katehakis
This paper introduces the first asymptotically optimal strategy for a multi armed bandit (MAB) model under side constraints. The side constraints model situations in which bandit a…
math.OC2018
Ameso Optimization: a Relaxation of Discrete Midpoint Convexity
Wen Chen, Odysseas Kanavetas, Michael N. Katehakis
In this paper we introduce the Ameso optimization problem, a special class of discrete optimization problems. We establish its basic properties and investigate the relation between…