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Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence

25 November 2011

Vincent Y. F. Tan

Papers citing "Automatic Relevance Determination in Nonnegative Matrix Factorization with the β-Divergence"

35 / 35 papers shown

Title
Matrix Factorization for Inferring Associations and Missing Links Ryan Barron Maksim E. Eren Duc P. Truong Cynthia Matuszek James Wendelberger Mary F. Dorn Boian S. Alexandrov 101 1 0 06 Mar 2025
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models Jeremy E. Cohen Valentin Leplat 130 3 0 27 Mar 2024
Catchém all: Classification of Rare, Prominent, and Novel Malware Families M. Eren Ryan Barron Manish Bhattarai Selma Wanna N. Solovyev Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas 80 1 0 04 Mar 2024
Semi-supervised Classification of Malware Families Under Extreme Class Imbalance via Hierarchical Non-Negative Matrix Factorization with Automatic Model Selection M. Eren Manish Bhattarai R. Joyce Edward Raff Charles K. Nicholas Boian S. Alexandrov 51 8 0 12 Sep 2023
MalwareDNA: Simultaneous Classification of Malware, Malware Families, and Novel Malware M. Eren Manish Bhattarai Kim Ø. Rasmussen Boian S. Alexandrov Charles K. Nicholas 57 4 0 04 Sep 2023
Tackling Interpretability in Audio Classification Networks with Non-negative Matrix Factorization Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Gaël Richard Florence dÁlché-Buc 76 6 0 11 May 2023
Generating Hidden Markov Models from Process Models Through Nonnegative Tensor Factorization E. Skau A. Hollis S. Eidenbenz Kim Ø. Rasmussen Boian Alexandrov 78 2 0 03 Oct 2022
Unsupervised Learning under Latent Label Shift Manley Roberts P. Mani Saurabh Garg Zachary Chase Lipton OOD 129 9 0 26 Jul 2022
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF Jayneel Parekh Sanjeel Parekh Pavlo Mozharovskyi Florence dÁlché-Buc G. Richard 67 25 0 23 Feb 2022
Robust Extrinsic Symmetry Estimation in 3D Point Clouds R. Nagar 3DPC 33 0 0 21 Sep 2021
DIVERSE: Bayesian Data IntegratiVE learning for precise drug ResponSE prediction Betul Guvencpaltun Samuel Kaski Hiroshi Mamitsuka 25 11 0 31 Mar 2021
Sparse Methods for Automatic Relevance Determination S. Rudy T. Sapsis 105 16 0 18 May 2020
Generalized Separable Nonnegative Matrix Factorization Junjun Pan Nicolas Gillis 85 27 0 30 May 2019
Clustering-aware Graph Construction: A Joint Learning Perspective Yuheng Jia Hui Liu Junhui Hou Sam Kwong 46 14 0 04 May 2019
A Ranking Model Motivated by Nonnegative Matrix Factorization with Applications to Tennis Tournaments Rui Xia Vincent Y. F. Tan Louis Filstroff Cédric Févotte 25 1 0 15 Mar 2019
Distributionally Robust and Multi-Objective Nonnegative Matrix Factorization Nicolas Gillis L. Hien Valentin Leplat Vincent Y. F. Tan OOD 65 13 0 30 Jan 2019
Model Selection for Nonnegative Matrix Factorization by Support Union Recovery Zhaoqiang Liu 13 1 0 23 Oct 2018
A Survey on Surrogate Approaches to Non-negative Matrix Factorization Pascal Fernsel Peter Maass 24 5 0 06 Aug 2018
Factor analysis of dynamic PET images: beyond Gaussian noise Y. C. Cavalcanti Thomas Oberlin N. Dobigeon Cédric Févotte S. Stute M. Ribeiro C. Tauber 36 10 0 30 Jul 2018
Negative Binomial Matrix Factorization for Recommender Systems Olivier Gouvert Thomas Oberlin Cédric Févotte 35 9 0 05 Jan 2018
Prior and Likelihood Choices for Bayesian Matrix Factorisation on Small Datasets T. Brouwer Pietro Lio 30 11 0 01 Dec 2017
Vision-based deep execution monitoring Francesco Puja S. Grazioso A. Tammaro Valsamis Ntouskos Marta Sanzari F. Pirri 26 1 0 29 Sep 2017
Comparative Study of Inference Methods for Bayesian Nonnegative Matrix Factorisation T. Brouwer J. Frellsen Pietro Lio 27 16 0 13 Jul 2017
Rank-One NMF-Based Initialization for NMF and Relative Error Bounds under a Geometric Assumption Zhaoqiang Liu Vincent Y. F. Tan 37 14 0 27 Dec 2016
Identification of release sources in advection-diffusion system by machine learning combined with Green function inverse method V. Stanev Filip L. Iliev Scott Hansen V. Vesselinov Boian S. Alexandrov 53 21 0 12 Dec 2016
A Unified Convergence Analysis of the Multiplicative Update Algorithm for Regularized Nonnegative Matrix Factorization Renbo Zhao Vincent Y. F. Tan 106 20 0 04 Sep 2016
Adaptive Nonnegative Matrix Factorization and Measure Comparisons for Recommender Systems G. D. Corso F. Romani 51 14 0 26 Jul 2016
Online Nonnegative Matrix Factorization with Outliers Renbo Zhao Vincent Y. F. Tan 103 47 0 10 Apr 2016
Sparsity and adaptivity for the blind separation of partially correlated sources J. Bobin Jérémy Rapin A. Larue Jean-Luc Starck 67 53 0 09 Dec 2014
Learning the Information Divergence O. Dikmen Zhirong Yang E. Oja UD 84 35 0 05 Jun 2014
Communication Communities in MOOCs Nabeel Gillani R. Eynon Michael A. Osborne I. Hjorth Stephen J. Roberts 75 22 0 18 Mar 2014
Nonlinear hyperspectral unmixing with robust nonnegative matrix factorization Cédric Févotte N. Dobigeon 174 186 0 22 Jan 2014
Topic Discovery through Data Dependent and Random Projections Weicong Ding M. Rohban Prakash Ishwar Venkatesh Saligrama 98 52 0 15 Mar 2013
A New Geometric Approach to Latent Topic Modeling and Discovery Weicong Ding M. Rohban Prakash Ishwar Venkatesh Saligrama 152 5 0 05 Jan 2013
Kernelized Bayesian Matrix Factorization M. Gönen Suleiman A. Khan Samuel Kaski 135 100 0 06 Nov 2012