283 citations · 933 across the 29 of their papers we have counts for
Showing 2016Show all
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stat.CO2016★ 2 cited
Going off the Grid: Iterative Model Selection for Biclustered Matrix Completion
Eric Chi, Liuiyi Hu, Arvind K. Saibaba +1
We consider the problem of performing matrix completion with side information on row-by-row and column-by-column similarities. We build upon recent proposals for matrix estimation…
stat.ML2016★ 9 cited
Shape Constrained Tensor Decompositions using Sparse Representations in Over-Complete Libraries
Bethany Lusch, Eric C. Chi, J. Nathan Kutz
We consider -way data arrays and low-rank tensor factorizations where the time mode is coded as a sparse linear combination of temporal elements from an over-complete library. O…