Parallel Session [T8-09B]

Wed. Aug 9, 2023 1:00 PM - 2:00 PM Classroom 213 (#213 in Building 2 of the School of Engineering, 1F)

chair:Simon K Schnyder

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1:00 PM - 1:30 PM

[T8-09B-01] Statiatical mechanics of learning and optimization in neural networks

*Surya Ganguli Ganguli¹ (1. Stanford University)

Cancelled

1:30 PM - 1:45 PM

[T8-09B-02] Finite-state controllers for olfactory search

*Antonio Celani¹, Kyrell Vann Verano¹, Emanuele Panizon¹ (1. The Abdus Salam International Centre for Theoretical Physics ICTP)

1:45 PM - 2:00 PM

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

Beatriz Seoane^1,2, Elisabeth Agoritsas³, *Giovanni Catania², Aurélien Decelle^2,1 (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. )