35 citations · 43 across the 2 of their papers we have counts for
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cs.LG2019
Exploiting Relevance for Online Decision-Making in High-Dimensions
Eralp Turgay, Cem Bulucu, Cem Tekin
Many sequential decision-making tasks require choosing at each decision step the right action out of the vast set of possibilities by extracting actionable intelligence from high-d…
cs.LG2017★ 35 cited
Multi-objective Contextual Multi-armed Bandit with a Dominant Objective
Cem Tekin, Eralp Turgay
In this paper, we propose a new multi-objective contextual multi-armed bandit (MAB) problem with two objectives, where one of the objectives dominates the other objective. Unlike s…