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Algorithms for nonnegative matrix factorization with the beta-divergence

8 October 2010

Papers citing "Algorithms for nonnegative matrix factorization with the beta-divergence"

50 / 132 papers shown

Title
Tensor Decomposition with Unaligned Observations Runshi Tang T. Kolda Anru R. Zhang 49 0 0 17 Oct 2024
Deep Model Interpretation with Limited Data : A Coreset-based Approach Hamed Behzadi-Khormouji José Oramas SLR 45 0 0 01 Oct 2024
Semantic-Driven Topic Modeling Using Transformer-Based Embeddings and Clustering Algorithms Melkamu Mersha Mesay Gemeda yigezu Jugal Kalita 91 5 0 30 Sep 2024
Investigating the Impact of Text Summarization on Topic Modeling Trishia Khandelwal 36 0 0 28 Sep 2024
Machine Learning and Constraint Programming for Efficient Healthcare Scheduling Aymen Ben Said Malek Mouhoub 21 0 0 11 Sep 2024
Open-world Multi-label Text Classification with Extremely Weak Supervision Xintong Li Jinya Jiang Ria Dharmani Jayanth Srinivasa Gaowen Liu Jingbo Shang VLM 74 2 0 08 Jul 2024
Unsupervised learning of Data-driven Facial Expression Coding System (DFECS) using keypoint tracking S. Tripathi Rahul Garg 34 0 0 08 Jun 2024
On the Connection Between Non-negative Matrix Factorization and Latent Dirichlet Allocation Benedikt Geiger Peter J. Park 51 1 0 30 May 2024
Nonnegative Matrix Factorization in Dimensionality Reduction: A Survey Farid Saberi-Movahed Kamal Berahmand Razieh Sheikhpour Yuefeng Li Shirui Pan 69 8 0 06 May 2024
Efficient Algorithms for Regularized Nonnegative Scale-invariant Low-rank Approximation Models Jeremy E. Cohen Valentin Leplat 130 3 0 27 Mar 2024
Pre-Trained Model Recommendation for Downstream Fine-tuning Jiameng Bai Sai Wu Mingli Song Junbo Zhao Gang Chen 117 2 0 11 Mar 2024
An embedding-based distance for temporal graphs Lorenzo DallÁmico Alain Barrat C. Cattuto 66 5 0 23 Jan 2024
Block Majorization Minimization with Extrapolation and Application to $β$ -NMF L. Hien Valentin Leplat Nicolas Gillis 87 3 0 12 Jan 2024
German Text Embedding Clustering Benchmark Silvan Wehrli Bert Arnrich Christopher Irrgang 57 7 0 05 Jan 2024
Wasserstein Nonnegative Tensor Factorization with Manifold Regularization Jianyu Wang Linruize Tang 24 0 0 03 Jan 2024
Multichannel blind speech source separation with a disjoint constraint source model Jianyu Wang Shanzheng Guan 43 1 0 03 Jan 2024
Prompting Large Language Models for Topic Modeling Han Wang Nirmalendu Prakash N. Hoang Ming Shan Hee Usman Naseem Roy Ka-wei Lee 74 34 0 15 Dec 2023
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models Nirmalendu Prakash Han Wang N. Hoang Ming Shan Hee Roy Ka-wei Lee 62 12 0 11 Dec 2023
Understanding Opinions Towards Climate Change on Social Media Yashaswi Pupneja Joseph Zou Sacha Lévy Shenyang Huang 61 3 0 02 Dec 2023
Nonnegative/Binary Matrix Factorization for Image Classification using Quantum Annealing Hinako Asaoka Kazue Kudo 61 9 0 02 Nov 2023
Deep Nonnegative Matrix Factorization with Beta Divergences Valentin Leplat L. Hien Akwum Onwunta Nicolas Gillis 62 3 0 15 Sep 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 67 3 0 15 May 2023
A Second-Order Majorant Algorithm for Nonnegative Matrix Factorization M. Pham Jérémy E. Cohen T. Chonavel 62 2 0 31 Mar 2023
CRAFT: Concept Recursive Activation FacTorization for Explainability Thomas Fel Agustin Picard Louis Bethune Thibaut Boissin David Vigouroux Julien Colin Rémi Cadène Thomas Serre 103 116 0 17 Nov 2022
NRBdMF: A recommendation algorithm for predicting drug effects considering directionality Iori Azuma T. Mizuno Hiroyuki Kusuhara 13 4 0 05 Aug 2022
Majorization-minimization for Sparse Nonnegative Matrix Factorization with the $β$ -divergence Arthur Marmin J. H. D. M. Goulart Cédric Févotte 60 8 0 13 Jul 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 171 1,512 0 11 Mar 2022
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems Katiana Kontolati Dimitrios Loukrezis D. D. Giovanis Lohit Vandanapu Michael D. Shields 68 43 0 09 Feb 2022
Leveraging Joint-Diagonalization in Transform-Learning NMF Sixin Zhang Emmanuel Soubies Cédric Févotte 50 2 0 10 Dec 2021
Community-Detection via Hashtag-Graphs for Semi-Supervised NMF Topic Models Mattias Luber Anton Thielmann Christoph Weisser Benjamin Säfken 21 3 0 17 Nov 2021
Characterization of Frequent Online Shoppers using Statistical Learning with Sparsity R. Sambasivan M. Burgess Jörg Schad Arthur K. Keen Christopher Woodward Alexander Geenen Sachin Sharma 22 1 0 11 Nov 2021
Nonnegative Tucker Decomposition with Beta-divergence for Music Structure Analysis of Audio Signals Axel Marmoret Florian Voorwinden Valentin Leplat Jérémy E. Cohen Frédéric Bimbot 111 1 0 27 Oct 2021
Deep Variational Models for Collaborative Filtering-based Recommender Systems Jesús Bobadilla Fernando Ortega Abraham Gutiérrez Ángel González-Prieto DRL 57 11 0 27 Jul 2021
Multi-Channel Automatic Music Transcription Using Tensor Algebra Marmoret Axel Bertin Nancy Cohen Jeremy 17 0 0 23 Jul 2021
Denoising User-aware Memory Network for Recommendation Zhiwei. Bian Shaojun Zhou Hao Xu Qihong Yang Zhenqi Sun Junjie Tang Guiquan Liu Kaikui Liu Xiaolong Li HAI AI4TS 101 36 0 12 Jul 2021
Blind Source Separation in Polyphonic Music Recordings Using Deep Neural Networks Trained via Policy Gradients Sören Schulze Johannes Leuschner E. King 55 1 0 09 Jul 2021
Probabilistic semi-nonnegative matrix factorization: a Skellam-based framework Benoit Fuentes G. Richard 50 0 0 07 Jul 2021
Joint Majorization-Minimization for Nonnegative Matrix Factorization with the $β$ -divergence Arthur Marmin J. H. D. M. Goulart Cédric Févotte 86 10 0 29 Jun 2021
Unsupervised Speech Enhancement using Dynamical Variational Auto-Encoders Xiaoyu Bie Simon Leglaive Xavier Alameda-Pineda Laurent Girin DiffM 101 55 0 23 Jun 2021
Robust Regression via Model Based Methods Armin Moharrer Khashayar Kamran E. Yeh Stratis Ioannidis 29 0 0 20 Jun 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression Laetitia Chapel Rémi Flamary Haoran Wu Cédric Févotte Gilles Gasso OT 52 46 0 08 Jun 2021
Non-negative matrix factorization algorithms generally improve topic model fits P. Carbonetto Abhishek K. Sarkar Zihao Wang M. Stephens 28 26 0 27 May 2021
Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality Adithya Ganesan Matthew Matero Aravind Reddy Ravula Huy-Hien Vu H. Andrew Schwartz 90 35 0 07 May 2021
Stochastic Mirror Descent for Low-Rank Tensor Decomposition Under Non-Euclidean Losses Wenqiang Pu Shahana Ibrahim Xiao Fu Mingyi Hong 126 9 0 29 Apr 2021
Adversarially-Trained Nonnegative Matrix Factorization Ting Cai Vincent Y. F. Tan Cédric Févotte 41 6 0 10 Apr 2021
Entropy Minimizing Matrix Factorization Mulin. Chen Xuelong Li 79 6 0 24 Mar 2021
Expanding boundaries of Gap Safe screening C. Dantas Emmanuel Soubies Cédric Févotte 69 16 0 22 Feb 2021
Deep Autoencoder-based Fuzzy C-Means for Topic Detection H. Murfi Natasha Rosaline N. Hariadi 27 13 0 02 Feb 2021
A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter N. Ito Rintaro Ikeshita H. Sawada Tomohiro Nakatani 35 26 0 21 Jan 2021
Minimum-volume Multichannel Nonnegative matrix factorization for blind source separation Jianyu Wang Shanzheng Guan Shupei Liu Xiao-Lei Zhang 38 3 0 16 Jan 2021