Latent Variable Models

Ask about this topic

Momentum

9 papers in the last four weeks, up 50% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 105

All topics
CardsList

  1. StrEBM: A Structured Latent Energy-Based Model for Blind Source Separation

    Apr 19, 2026Yuan-Hao WeiDisentangled Representation LearningLatent Variable Models

  2. Covariance-Based Structural Equation Modeling in Small-Sample Settings with p>np>n

    Apr 18, 2026Hiroki Hasegawa, Aoba Tamura, Yukihiko OkadaLatent Variable Models

    Graduate School of Science and Technology, University of Tsukuba, Tsukuba, Ibaraki, Japan · Institute of Systems and Information Engineering, University of Tsukuba, Tsukuba, Ibaraki, Japan · Tsukuba Institute for Advanced Research, University of Tsukuba, Tsukuba, Ibaraki, Japan +1

  3. Hierarchical Latent Structures in Data Generation Process Unify Mechanistic Phenomena across Scale

    Feb 4, 2026Jonas Rohweder, Subhabrata Dutta, Iryna GurevychTransformer InterpretabilityLatent Variable Models

    UKP Lab, TU Darmstadt

  4. LLM surprisal is necessary but not sufficient to capture English garden-path effects: Evidence from joint latent modeling of reading paradigms

    Feb 4, 2026Dario Paape, Tal Linzen, Shravan VasishthLatent Variable ModelsCognitive Modeling

    Department of Linguistics, University of Potsdam · Department Linguistik, Universität Potsdam, Karl-Liebknecht-Straße 24–25, D-14476, Germany. · Center for Data Science/Department of Linguistics, New York University

  5. 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. PrinsLatent Variable ModelsParameter Identifiability

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

  6. Emergence of Nonequilibrium Latent Cycles in Unsupervised Generative Modeling

    Dec 12, 2025Marco Baiesi, Alberto RossoLatent Variable ModelsLatent Dynamics Modeling

    Department of Physics and Astronomy, University of Padova, Via Marzolo 8, I-35131 Padova, Italy · INFN, Sezione di Padova, Via Marzolo 8, I-35131 Padova, Italy · LPTMS, CNRS, Universit´e Paris-Saclay, 91405, Orsay, France

  7. Latency-Response Theory Model: Evaluating Large Language Models via Response Accuracy and Chain-of-Thought Length

    Dec 7, 2025Zhiyu Xu, Jia Liu, Yixin Wang +1LLM EvaluationLatent Variable Models

    Department of Statistics, Columbia University. · Department of Statistics, University of Michigan

  8. Improving Forecasts of Suicide Attempts for Patients with Little Data

    Nov 22, 2025Genesis Hang, Annie Chen, Hope Neveux +2Latent Variable ModelsGaussian Processes

    Wellesley College · Harvard University

  9. Learning Latent Energy-Based Models via Interacting Particle Langevin Dynamics

    Oct 14, 2025Joanna Marks, Tim Y. J. Wang, O. Deniz AkyildizParameter EstimationLatent Variable Models

    Department of Mathematics, Imperial College London

  10. Variational Learning of Disentangled Representations

    Jun 20, 2025Yuli Slavutsky, Ozgur Beker, David Blei +1Variational AutoencodersDisentangled Representation Learning

    Department of Statistics, Columbia University, New York City, USA · Irving Institute for Cancer Dynamics, Columbia University, New York City, USA · Department of Computer Science, Columbia University, New York City, USA +1

  11. The observational partial order of causal structures with latent variables

    Feb 11, 2025Marina Maciel Ansanelli, Elie Wolfe, Robert W. SpekkensLatent Variable ModelsCausal Discovery

    Perimeter Institute for Theoretical Physics, 31 Caroline Street North, Waterloo, Ontario Canada N2L 2Y5 · Department of Physics and Astronomy, University of Waterloo, Waterloo, Ontario, Canada, N2L 3G1

  12. Hierarchical Bayesian Crowdsourcing with Item Difficulty

    May 29, 2024Seong Woo Han, Ozan Adıgüzel, Bob CarpenterInter-Rater ReliabilityLatent Variable Models

    University of Pennsylvania · Columbia University · Center for Computational Mathematics, Flatiron Institute

  13. Interpretable factorization of clinical questionnaires to identify latent factors of psychopathology

    Dec 12, 2023Ka Chun Lam, Francisco Pereira, Bridget W Mahony +1Latent Variable ModelsNon-Negative Matrix Factorization

    Machine Learning Core National Institute of Mental Health, National Institutes of Health · Section on Developmental Neurogenomics, Human Genetics Branch National Institute of Mental Health, National Institutes of Health

  14. Causal Discovery in Mixtures of Populations

    Nov 13, 2023Bijan Mazaheri, Spencer Gordon, Yuval Rabani +1Latent Variable ModelsCausal Discovery

    Thayer School of Engineering, Dartmouth College, Hanover, New Hampshire, USA · Fragment Data Technologies, San Francisco, California, USA · Department of Computer Science, Hebrew Univeristy of Jerusalem, Jerusalem, Israel +1

  15. Scalable Krylov Subspace Methods for Generalized Mixed-Effects Models with Crossed Random Effects

    Date pendingPascal Kündig, Fabio SigristLatent Variable ModelsKrylov Subspace Methods

    Lucerne University of Applied Sciences and Arts · University of Basel · Seminar for Statistics, ETH Zurich