SIAM MDS20 MS13 Advances in Subspace Learning and Clustering Mini-Symposium

/ June 15, 2020/

When:
June 15, 2020 @ 12:00 pm – 12:30 pm
2020-06-15T12:00:00-04:00
2020-06-15T12:30:00-04:00
Title: Binary Component Decomposition

Abstract: We study the problem of decomposing a low-rank matrix into a factor with binary entries, either from {±1} or from {0,1}, and an unconstrained factor. This research answers fundamental questions about the existence and uniqueness of these decompositions. It also leads to tractable factorization algorithms that succeed under a mild deterministic condition.

Authors:

  • Richard J. Kueng, California Institute of Technology, U.S., rkueng@caltech.edu
  • Joel A. Tropp, California Institute of Technology, U.S., jtropp@cms.caltech.edu

Join Zoom Meeting
https://wse.zoom.us/j/98222946324?pwd=UVJPTGkyNG5nTjhiRWpqNFVMN08yQT09

Meeting ID: 982 2294 6324
Password: 143648

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