Large Deviation Principles

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8 papers0 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. Multiplicity of Stable Attractors in Disordered Neural Models

    Jul 24, 2026Raffaele Marino, Roberto Livi, Antonio PolitiDynamical SystemsLarge Deviation Principles

    Butterfly Decisions srl, Via dei Principati 74 - 84122 Salerno, Italy · University of Florence, Department of Physics and Astronomy, Via G. Sansone 1 - 50019 Sesto Fiorentino (FI), Italy and Istituto dei Sistemi Complessi, CNR, Via Madonna del Piano 10 – 50019 Sesto Fiorentino (FI), Italy · Istituto dei Sistemi Complessi, CNR, Via Madonna del Piano 10 – 50019 Sesto Fiorentino (FI), Italy and Institute of Pure and Applied Mathematics, Department of Physics, University of Aberdeen, Aberdeen AB24 3UE, United Kingdom

  2. Annealed Entropic Allocation for Ranking and Selection

    Jun 9, 2026Xin Fei, Juergen BrankeMulti-Armed BanditsAdaptive Sampling

    Business School · The University of Edinburgh, Edinburgh, UK · Warwick Business School +1

  3. How abundant are good interpolators?

    Jun 4, 2026August Y. Chen, Ahmed El AlaouiLinear ClassificationBenign Overfitting

    Cornell University, Department of Computer Science. Ithaca, NY, USA. · Cornell University, Department of Statistics and Data Science. Ithaca, NY, USA.

  4. Optimal Data Acquisition for Reinforcement Learning: A Large Deviations Perspective

    May 27, 2026Mingjie Hu, Jian-Qiang Hu, Enlu ZhouReinforcement LearningLarge Deviation Principles

    School of Management, Fudan University · H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology

  5. Large Spikes in Stochastic Gradient Descent: A Large-Deviations View

    Mar 10, 2026Benjamin Gess, Daniel HeydeckerLarge Deviation PrinciplesGradient Descent Dynamics

    Technische Universität Berlin, Fakultät II 10623 Berlin, Germany · Max Planck Institute for Mathematics in the Sciences 04103 Leipzig, Germany · University of Oslo, Blindern 0316 Oslo, Norway

  6. Surprisal-Rényi Free Energy

    Mar 3, 2026Shion Matsumoto, Raul Castillo, Benjamin Prada +1Large Deviation PrinciplesKullback-Leibler Divergence

    Bellini College of Artificial Intelligence, Cybersecurity and Computing, University of South Florida, Tampa, Florida, USA

  7. Beyond NNGP: Large Deviations and Feature Learning in Bayesian Neural Networks

    Feb 26, 2026Katerina Papagiannouli, Dario Trevisan, Giuseppe Pio ZittoLarge Deviation PrinciplesBayesian Neural Networks

    Dipartimento di Matematica, Università di Pisa

  8. Quenched large deviations for Monte Carlo integration with Coulomb gases

    Aug 2, 2025Martin Rouault, Rémi Bardenet, Mylène MaïdaLarge Deviation PrinciplesNumerical Integration

    1Univ. Lille, CNRS, Centrale Lille, UMR 9189 – CRIStAL, 59651 Villeneuve d’Ascq, France · 2Univ. Lille, CNRS, UMR 8524 – Laboratoire Paul Painlev´e, F-59000 Lille, France