Yonathan Wolanowsky

MS student, Technion - Israel Institute of Technology, Technion

1 paper at NeurIPS 2025

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Poster Session 1

1 paper

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes

#3000 Spotlight · Itamar Harel, Yonathan Wolanowsky, Gal Vardi, Nathan Srebro, Daniel Soudry

We derive simple generalization bounds for Markov training processes at any time during training, and then apply them to training with Langevin dynamics to improve existing bounds.