Unsupervised hierarchical clustering using the learning dynamics of Restricted Boltzmann Machines.

Aurélien Decelle

Presentation information

Parallel Session

Topic 8: Interdisciplinary and complex systems

Parallel Session [T8a-07B]

Mon. Aug 7, 2023 5:30 PM - 7:30 PM Classroom 212 (#212 in Building 2 of the School of Engineering, 1F)

chair:Mi Jin Lee, Gourab Ghoshal

6:45 PM - 7:00 PM

[T8a-07B-06] Unsupervised hierarchical clustering using the learning dynamics of Restricted Boltzmann Machines.

*Aurélien Decelle^1,2, Lorenzo Rosset¹, Beatriz Seoane^1,2 (1. Departamento de Física Teórica, Universidad Complutense de Madrid, 2. Université Paris-Saclay, CNRS, INRIA Tau team, LISN)

Keywords:Unsupervised Learning, Restricted Boltzmann Machine, Clustering, Phase Transition, Learning dynamics, Mean-Field theory

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