Non-negative Matrix Factorization via Archetypal Analysis

8 May 2017

Papers citing "Non-negative Matrix Factorization via Archetypal Analysis"

7 / 7 papers shown

Title
Effective Spectral Unmixing via Robust Representation and Learning-based Sparsity Feiyun Zhu Ying Wang Bin Fan Gaofeng Meng Chunhong Pan 55 56 0 02 Sep 2014
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 84 437 0 19 Dec 2012
Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization Abhishek Kumar Vikas Sindhwani P. Kambadur 120 147 0 03 Oct 2012
Fast and Robust Recursive Algorithms for Separable Nonnegative Matrix Factorization Nicolas Gillis S. Vavasis 114 224 0 06 Aug 2012
Factoring nonnegative matrices with linear programs Victor Bittorf Benjamin Recht Christopher Ré J. Tropp 153 204 0 06 Jun 2012
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches J. Bioucas-Dias Antonio J. Plaza N. Dobigeon M. Parente Q. Du P. Gader Jocelyn Chanussot 88 2,573 0 28 Feb 2012
Computing a Nonnegative Matrix Factorization -- Provably Sanjeev Arora Rong Ge R. Kannan Ankur Moitra 309 399 0 03 Nov 2011