665 citations · 942 across the 38 of their papers we have counts for
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math.ST2015
Optimal change point detection in Gaussian processes
Hossein Keshavarz, Clayton Scott, XuanLong Nguyen
We study the problem of detecting a change in the mean of one-dimensional Gaussian process data. This problem is investigated in the setting of increasing domain (customarily emplo…
math.ST2015★ 5 cited
Identifiability and optimal rates of convergence for parameters of multiple types in finite mixtures
Nhat Ho, XuanLong Nguyen
This paper studies identifiability and convergence behaviors for parameters of multiple types in finite mixtures, and the effects of model fitting with extra mixing components. Fir…