1.1k citations · 4k across the 47 of their papers we have counts for
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cs.LG2015
Online Supervised Subspace Tracking
Yao Xie, Ruiyang Song, Hanjun Dai +2
We present a framework for supervised subspace tracking, when there are two time series and , one being the high-dimensional predictors and the other being the response…
cs.LG2015★ 5 cited
Scan -Statistic for Kernel Change-Point Detection
Shuang Li, Yao Xie, Hanjun Dai +1
Detecting the emergence of an abrupt change-point is a classic problem in statistics and machine learning. Kernel-based nonparametric statistics have been used for this task which…
cs.LG2015★ 42 cited
Provable Bayesian Inference via Particle Mirror Descent
Bo Dai, Niao He, Hanjun Dai +1
Bayesian methods are appealing in their flexibility in modeling complex data and ability in capturing uncertainty in parameters. However, when Bayes' rule does not result in tracta…