STATPHYS28

講演情報

Parallel Session

Topic 8: Interdisciplinary and complex systems

Parallel Session [T8-09B]

2023年8月9日(水) 13:00 〜 14:00 Classroom 213 (#213 in Building 2 of the School of Engineering, 1F)

chair:Simon K Schnyder

13:45 〜 14:00

[T8-09B-03] Impact of Short Non-Convergent MCMC Samplings on training Energy-Based Generative Models

Beatriz Seoane1,2, Elisabeth Agoritsas3, *Giovanni Catania2, Aurélien Decelle2,1 (1. Université Paris-Saclay, CNRS, INRIA Tau team, LISN, 91190, Gif-sur-Yvette, France., 2. Departamento de Fisica Teorica, Universidad Complutense de Madrid, 28040 Madrid, Spain., 3. Department of Quantum Matter Physics, University of Geneva, 1211 Geneva, Switzerland. )

キーワード:Generative methods, Inference problems, Energy-based models, Monte Carlo simulations, Unsupervised Machine Learning

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