Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability

23 September 2013

Papers citing "Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability"

11 / 11 papers shown

Title
On the Robustness of the Successive Projection Algorithm Giovanni Barbarino Nicolas Gillis 116 0 0 25 Nov 2024
Convex optimization over a probability simplex James Chok G. Vasil 79 2 0 15 May 2023
Topic Discovery through Data Dependent and Random Projections Weicong Ding M. Rohban Prakash Ishwar Venkatesh Saligrama 58 52 0 15 Mar 2013
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization Nicolas Gillis Robert Luce 98 92 0 18 Feb 2013
A Practical Algorithm for Topic Modeling with Provable Guarantees Sanjeev Arora Rong Ge Yoni Halpern David M. Mimno Ankur Moitra David Sontag Yichen Wu Michael Zhu 75 437 0 19 Dec 2012
Robustness Analysis of Hottopixx, a Linear Programming Model for Factoring Nonnegative Matrices Nicolas Gillis 107 49 0 28 Nov 2012
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization Abhishek Kumar Vikas Sindhwani P. Kambadur 103 147 0 03 Oct 2012
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 94 223 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 127 204 0 06 Jun 2012
Learning Topic Models - Going beyond SVD Sanjeev Arora Rong Ge Ankur Moitra 129 432 0 09 Apr 2012
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 254 397 0 03 Nov 2011