151 citations · 632 across the 84 of their papers we have counts for
Showing 2015 · stat.MLShow all
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stat.ML2015★ 1 cited
Multi-Sensor Slope Change Detection
Yang Cao, Yao Xie, Nagi Gebraeel
We develop a mixture procedure for multi-sensor systems to monitor data streams for a change-point that causes a gradual degradation to a subset of the streams. Observations are as…
stat.ML2015★ 2 cited
Poisson Matrix Completion
Yang Cao, Yao Xie
We extend the theory of matrix completion to the case where we make Poisson observations for a subset of entries of a low-rank matrix. We consider the (now) usual matrix recovery f…
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…