conftrace_

nonnegative matrix factorization

58 papers

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Also known as

NMF

Co-occurring keywords

speech enhancement (581) matrix factorization (529) dictionary learning (277) non-negative matrix factorization (100) source separation (132) online learning (1777) matrix decomposition (119) unsupervised learning (3264) signal processing (185) topic modeling (461)

Papers

On Algorithms for Sparse Multi-factor NMF NIPS 2013
NIMFA : A Python Library for Nonnegative Matrix Factorization JMLR 2012
Sparse and Unique Nonnegative Matrix Factorization Through Data Preprocessing JMLR 2012
Factoring nonnegative matrices with linear programs NIPS 2012
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk NIPS 2012
Nonnegative dictionary learning in the exponential noise model for adaptive music signal representation NIPS 2011
Nonparametric Bayesian Matrix Factorization by Power-EP AISTATS 2010
Nonnegative Sparse PCA NIPS 2006