Nonnegative Matrix Factorization

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1 paper in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Singularities of Non-negative Matrix Factorization and their application to Bayesian inference

    Sep 28, 2026Naoki Hayashi, Yota Maeda, Yasushi EsakiNonnegative Matrix FactorizationSpectral Norm

    Toyota Central R&D Labs., Inc.

  2. Exploiting chemical shift variability enables recovery of overlapping metabolites from 1H nuclear magnetic resonance spectra

    Aug 6, 2026Jesper Løve Hinrich, Pia Susan Mayer, Bekzod Khakimov +2MetabolicNonnegative Matrix Factorization

    Department of Applied Mathematics and Computer Science, Technical University of Denmark, Richard Petersens Plads 321, Kgs. Lyngby, 2800, Denmark. · Department of Food Science, University of Copenhagen, Rolighedsvej 26, Frederiksberg, 1958, Denmark.

  3. Low-Rank Dependence Decomposition via Accelerated Symmetric Non-negative Matrix Factorization

    Jul 27, 2026Lavinia Ghita, Dhruv Desai, Jake Goldberg +1Nonnegative Matrix FactorizationMatrix

    NVIDIA

  4. MemNMF: Memory-Augmented NMF on LPC Spectra for Anomalous Sound Detection

    Jul 24, 2026Phurich Saengthong, Takahiro ShinozakiSpectral FeaturesNonnegative Matrix Factorization

    Institute of Science Tokyo, Japan

  5. Non--negative matrix factorization using the \textit{R} package \textsf{nnmf}

    Jul 22, 2026Volkan Sevinç, Nikolas Kontemeniotis, Theodoros Perdikis +1Nonnegative Matrix FactorizationDimensionality Reduction

    Muğla Sıtkı Koçman University, Faculty of Science, Department of Statistics, Kötekli Kampüsü, Muğla, Türkiye · Department of Economics, University of Crete, Gallos Campus, Rethimno, Greece · Department of Tourism Studies, University of Piraeus, Piraeus, Greece +1

  6. An Efficient Newton Algorithm for Nonnegative Matrix Factorization with the Kullback-Leibler Divergence

    Jul 15, 2026Damien Lesens, Jérémy E. Cohen, Bora UçarNonnegative Matrix FactorizationKullback-Leibler Divergence

    ENS de Lyon · Univ. Lyon, INSA-Lyon, UCBL, UJM, CNRS, Inserm, CREATIS UMR 5220, U1294, F-69621, Lyon, France. · CNRS and LIP (UMR5668, Université de Lyon - ENS de Lyon - UCBL - CNRS - Inria), 46 allée d'Italie, Lyon, France.

  7. A Generalized Deep Non-negative Matrix Factorization Approach for SAR Automatic Target Recognition

    Jul 8, 2026Yunhong Zhang, Changjie Cao, Zhongli Zhou +4Synthetic Aperture RadarNonnegative Matrix Factorization

  8. Nonlinear mixture model motivated subspace clustering

    Jun 28, 2026Ivica KoprivaSubspaceMixture Models

    Division of Computing and Data Science, Ruđer Bošković Instute, Zagreb, Croatia

  9. Non-negative Matrix Factorisation with Topological Regularisation

    Jun 16, 2026Matias de Jong van Lier, Shizuo Kaji, Keunsu KimNonnegative Matrix FactorizationBasis Functions

    Recursive Inc. · Tokyo, 150-0002, Japan · Graduate School of Science +5

  10. Compressed Computation is (probably) not Computation in Superposition

    Jun 12, 2026Jai Bhagat, Sara Molas-Medina, Giorgi Giglemiani +1Compressed ModelMultilayer Perceptrons

    Metamorphic · Independent · UK AI Security Institute +1

  11. Non-Negative Matrix Factorization for Event Data

    Jun 4, 2026Raphaël RomeroNonnegative Matrix FactorizationDeterminantal Point Process

    Ghent University · Ghent, Belgium

  12. Graph Regularized Non-negative Reduced Biquaternion Matrix Factorization for Color Image Recognition

    Jun 2, 2026Hailang Wu, Yonghe Liu, Bingxuan Yu +1Nonnegative Matrix FactorizationRestricted Bernoulli Matrix Factorization

    School of Mathematics and Statistics, Yunnan University, Kunming, China.

  13. A Nonmonotone Gradient-Based Algorithm for Symmetric Nonnegative Matrix Factorization and Graph Clustering

    Jun 1, 2026Ryan Swart, Johannes BrustNonnegative Matrix FactorizationCommunity Detection

    School of Mathematical and Statistical Sciences, Arizona State University, Tempe, AZ

  14. An Exterior Method for Nonnegative Matrix Factorization

    May 19, 2026Qiujing Lu, Tonmoy Monsoor, Ehsan Ebrahimzadeh +2Nonnegative Matrix FactorizationOptimization Modeling

    1ECE, UCLA · 2eBay Search Science Team

  15. Nonnegative matrix factorizations and related compositional models: Equivalence, identifiability, and an application on the grain-size analysis of sediments

    Dec 25, 2025Qianqian Qi, Peter G. M. van der Heijden, Maarten A. PrinsNonnegative Matrix FactorizationIdentifiability

    Hangzhou Dianzi University, China · Utrecht University, the Netherlands · University of Southampton, UK +1

  16. A Provably-Correct and Robust Convex Model for Smooth Separable NMF

    Nov 10, 2025Junjun Pan, Valentin Leplat, Michael Ng +1Nonnegative Matrix FactorizationSupport Vector Machines

    Department of Mathematics, Hong Kong Baptist University, Hong Kong. · Institute of Data Science and Artificial Intelligence, Faculty of Computer Science and Engineering, Innopolis University. · Department of Mathematics and Operational Research, Université de Mons, Rue de Houdain 9, 7000 Mons, Belgium.

  17. TACO: Training-free Sound Prompted Segmentation via Semantically Constrained Audio-visual CO-factorization

    Dec 2, 2024Hugo Malard, Michel Olvera, Stephane Lathuiliere +1Open-Vocabulary SegmentationNeural Audio

    LTCI, Télécom Paris, Institut Polytechnique de Paris