63 citations · 75 across the 16 of their papers we have counts for
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cs.LG2020
Comparator-adaptive Convex Bandits
Dirk van der Hoeven, Ashok Cutkosky, Haipeng Luo
We study bandit convex optimization methods that adapt to the norm of the comparator, a topic that has only been studied before for its full-information counterpart. Specifically,…
cs.LG2020★ 4 cited
Exploiting the Surrogate Gap in Online Multiclass Classification
Dirk van der Hoeven
We present Gaptron, a randomized first-order algorithm for online multiclass classification. In the full information setting we show expected mistake bounds with respect to the log…