154 citations · 339 across the 18 of their papers we have counts for
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cs.LG2020★ 2 cited
Smooth Bandit Optimization: Generalization to Hölder Space
Yusha Liu, Yining Wang, Aarti Singh
We consider bandit optimization of a smooth reward function, where the goal is cumulative regret minimization. This problem has been studied for -Hölder continuous (including Li…
stat.ML2020★ 2 cited
Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions
Charvi Rastogi, Sivaraman Balakrishnan, Nihar B. Shah +1
A number of applications require two-sample testing on ranked preference data. For instance, in crowdsourcing, there is a long-standing question of whether pairwise comparison data…