126 citations · 133 across the 3 of their papers we have counts for
3 papers
stat.ME2017★ 4 cited
Information-Guided Sampling for Low-Rank Matrix Completion
Simon Mak, Henry Shaowu Yushi, Yao Xie
The noisy matrix completion problem, which aims to recover a low-rank matrix from a partial, noisy observation of its entries, arises in many statistical, machine lear…
cs.IT2013★ 3 cited
Compressive Demodulation of Mutually Interfering Signals
Yuejie Chi, Yao Xie, Robert Calderbank
Multi-User Detection is fundamental not only to cellular wireless communication but also to Radio-Frequency Identification (RFID) technology that supports supply chain management.…
stat.ML2012★ 126 cited
Changepoint detection for high-dimensional time series with missing data
Yao Xie, Jiaji Huang, Rebecca Willett
This paper describes a novel approach to change-point detection when the observed high-dimensional data may have missing elements. The performance of classical methods for change-p…