126 citations · 388 across the 24 of their papers we have counts for
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stat.ML2015★ 17 cited
The Role of Principal Angles in Subspace Classification
Jiaji Huang, Qiang Qiu, Robert Calderbank
Subspace models play an important role in a wide range of signal processing tasks, and this paper explores how the pairwise geometry of subspaces influences the probability of misc…
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…