3 citations · 5 across the 2 of their papers we have counts for
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stat.ME2019★ 2 cited
Tuning Free Rank-Sparse Bayesian Matrix and Tensor Completion with Global-Local Priors
Daniel E. Gilbert, Martin T. Wells
Matrix and tensor completion are frameworks for a wide range of problems, including collaborative filtering, missing data, and image reconstruction. Missing entries are estimated b…
stat.ME2018
ABACUS: Unsupervised Multivariate Change Detection via Bayesian Source Separation
Wenyu Zhang, Daniel Gilbert, David Matteson
Change detection involves segmenting sequential data such that observations in the same segment share some desired properties. Multivariate change detection continues to be a chall…