Factoring nonnegative matrices with linear programs

Factoring nonnegative matrices with linear programs

6 June 2012

Benjamin Recht

Christopher Ré

Papers citing "Factoring nonnegative matrices with linear programs"

6 / 6 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 116 0 0 25 Nov 2024
Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices Nicolas Gillis 116 49 0 28 Nov 2012
A geometric analysis of subspace clustering with outliers Mahdi Soltanolkotabi Emmanuel J. Candés 86 415 0 19 Dec 2011
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 288 398 0 03 Nov 2011
HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent Feng Niu Benjamin Recht Christopher Ré Stephen J. Wright 179 2,273 0 28 Jun 2011
A convex model for non-negative matrix factorization and dimensionality reduction on physical space E. Esser Michael Möller Stanley Osher Guillermo Sapiro Jack Xin 129 168 0 04 Feb 2011