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

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering IJCAI 2018
Ranking Preserving Nonnegative Matrix Factorization IJCAI 2018
Multi-Task Clustering with Model Relation Learning IJCAI 2018
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NIPS 2018
Sparse Approximate Conic Hulls NIPS 2017
Multi-Component Nonnegative Matrix Factorization IJCAI 2017
A Matrix Splitting Method for Composite Function Minimization CVPR 2017
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting CVPR 2017
Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates ICML 2017
Local Topic Discovery via Boosted Ensemble of Nonnegative Matrix Factorization IJCAI 2017
On Mixed Memberships and Symmetric Nonnegative Matrix Factorizations ICML 2017
Orthogonal and Nonnegative Graph Reconstruction for Large Scale Clustering IJCAI 2017
Online Nonnegative Matrix Factorization with General Divergences AISTATS 2017
Local Sparsity Based Online Dictionary Learning for Environment-Adaptive Speech Enhancement with Nonnegative Matrix Factorization INTERSPEECH 2016
How to Fake Multiply by a Gaussian Matrix ICML 2016
Discriminative Layered Nonnegative Matrix Factorization for Speech Separation INTERSPEECH 2016
Noise Aware and Combined Noise Models for Speech Denoising in Unknown Noise Conditions INTERSPEECH 2016
Low-Rank Time-Frequency Synthesis NIPS 2014
Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization JMLR 2014
Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability JMLR 2014
Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NIPS 2014
Multiclass Total Variation Clustering NIPS 2013
The CAM Software for Nonnegative Blind Source Separation in R-Java JMLR 2013
Learning Parts-based Representations with Nonnegative Restricted Boltzmann Machine ACML 2013
Learning the beta-Divergence in Tweedie Compound Poisson Matrix Factorization Models ICML 2013