1.5k citations · 3.2k across the 70 of their papers we have counts for
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math.ST2018★ 5 cited
High-Temperature Structure Detection in Ferromagnets
Yuan Cao, Matey Neykov, Han Liu
This paper studies structure detection problems in high temperature ferromagnetic (positive interaction only) Ising models. The goal is to distinguish whether the underlying graph…
math.ST2018★ 6 cited
A Unified Framework for Testing High Dimensional Parameters: A Data-Adaptive Approach
Cheng Zhou, Xinsheng Zhang, Wenxin Zhou +1
High dimensional hypothesis test deals with models in which the number of parameters is significantly larger than the sample size. Existing literature develops a variety of individ…