Posterior Sampling

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Latest papers 63

18 papers in the last four weeks, up 260% on the four weeks before. 0.1% of all new papers.

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  1. A Gibbs posterior sampler for inverse problem based on prior diffusion model

    Feb 11, 2026Jean-François GiovannelliMarkov Chain Monte CarloBayesian Inverse Problems

    Groupe Signal-Image, IMS (Univ. Bordeaux, CNRS, BINP), Talence, France

  2. Inverse Problems Conditioned on Observation Ensembles: Applications and Methods

    Jan 29, 2026Zhengyan Huan, Camila Pazos, Martin Klassen +3Posterior SamplingInverse Problems

    Department of Electrical and Computer Engineering, Tufts University, Medford, Massachusetts · The NSF AI Institute for Artificial Intelligence and Fundamental Interactions · Department of Physics and Astronomy, Tufts University, Medford, Massachusetts +1

  3. PhyloGFN: Phylogenetic inference with generative flow networks

    Oct 12, 2023Mingyang Zhou, Zichao Yan, Elliot Layne +5Bayesian InferencePosterior Sampling

    McGill University · McGill University, Mila · Universit´e de Montr´eal, Mila

  4. Generalized Regret Analysis of Thompson Sampling using Fractional Posteriors

    Sep 12, 2023Prateek Jaiswal, Debdeep Pati, Anirban Bhattacharya +1Thompson SamplingMulti-Armed Bandits

    Department of Quantitative Methods, Daniels School of Business, Purdue University, West Lafayette, IN 47906, USA. · Department of Statistics, University of Wisconsin-Madison, Madison, WI 53706, USA. · Department of Statistics, Texas A&M University, College Station, TX 77843, USA.