2 citations · 2 across the 7 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.IT2015
Sequential Information Guided Sensing
Ruiyang Song, Yao Xie, Sebastian Pokutta
We study the value of information in sequential compressed sensing by characterizing the performance of sequential information guided sensing in practical scenarios when informatio…
stat.ML2015
Sequential Sensing with Model Mismatch
Ruiyang Song, Yao Xie, Sebastian Pokutta
We characterize the performance of sequential information guided sensing, Info-Greedy Sensing, when there is a mismatch between the true signal model and the assumed model, which m…