Bar-Sinai, Yohai
- Grokking at the Edge of Linear Separability
2024/10/06 by Alon Beck, A. E. Beck, Beck, Alon +4 · 4 voices · 4 citations
Physics and Astronomy · Computer Science · #Statistical Mechanics and Entropy #Theoretical and Computational Physics #Stochastic Gradient Optimization Techniques
- Charting the Topography of the Neural Network Landscape with Thermal-Like Noise
2023/04/03 by Théo Jules, Jules, Theo, Gal Brener +7 · 1 citation
Computer Science · Materials Science · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Neural Networks and Applications #Statistical Mechanics (cond-mat.stat-mech)
- Machine Learning the Entropy to Estimate Free Energy Differences without Sampling Transitions
2025/10/28 by Ben-Shimon, Yamin, Hirshberg, Barak, Bar-Sinai, Yohai · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech)