non-negative matrix factorization

Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates NeurIPS 2016 Semi-Supervised Joint Enhancement of Spectral and Cepstral Sequences of Noisy Speech Interspeech 2016 An NMF Perspective on Binary Hashing ICCV 2015 Gamma Processes, Stick-Breaking, and Variational Inference AISTATS 2015 Intersecting Faces: Non-negative Matrix Factorization With New Guarantees ICML 2015 A Deep Semi-NMF Model for Learning Hidden Representations ICML 2014 Divide-and-Conquer Learning by Anchoring a Conical Hull NeurIPS 2014 Ellipsoidal Rounding for Nonnegative Matrix Factorization Under Noisy Separability JMLR 2014 Factorized Point Process Intensities: A Spatial Analysis of Professional Basketball ICML 2014 Fast and Robust Archetypal Analysis for Representation Learning CVPR 2014 Low-Rank Time-Frequency Synthesis NeurIPS 2014 NMF-KNN: Image Annotation using Weighted Multi-view Non-negative Matrix Factorization CVPR 2014 Online Passive-Aggressive Algorithms for Non-Negative Matrix Factorization and Completion AISTATS 2014 Robust Near-Separable Nonnegative Matrix Factorization Using Linear Optimization JMLR 2014 Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NeurIPS 2014 An Efficient Posterior Regularized Latent Variable Model for Interactive Sound Source Separation ICML 2013 Fast Conical Hull Algorithms for Near-separable Non-negative Matrix Factorization ICML 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 Multiclass Total Variation Clustering NeurIPS 2013 On Algorithms for Sparse Multi-factor NMF NeurIPS 2013 Similarity-based Clustering by Left-Stochastic Matrix Factorization JMLR 2013 The CAM Software for Nonnegative Blind Source Separation in R-Java JMLR 2013 Clustering by Nonnegative Matrix Factorization Using Graph Random Walk NeurIPS 2012 Factoring nonnegative matrices with linear programs NeurIPS 2012