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20162021
most citedVariance Reduced Median-of-Means Estimator for Byzantine-Robust Distributed Inference

12 citations · 33 across the 9 of their papers we have counts for

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cs.DS2017★ 4 cited

A Nearly Instance Optimal Algorithm for Top-k Ranking under the Multinomial Logit Model

Xi Chen, Yuanzhi Li, Jieming Mao

We study the active learning problem of top- ranking from multi-wise comparisons under the popular multinomial logit model. Our goal is to identify the top- items with high p…

cs.DS2016

Competitive analysis of the top-K ranking problem

Xi Chen, Sivakanth Gopi, Jieming Mao +1

Motivated by applications in recommender systems, web search, social choice and crowdsourcing, we consider the problem of identifying the set of top items from noisy pairwise c…