IH
Itamar Harel
cs.LGstat.MLmath.MPmath-phmath.PR
On Valency
published · living versionsW_rfzhcwyd·v1 · currentpublished
Global Convergence in Deep Networks via the Second Law of Thermodynamics
with Matan Tsipory, Ofir Gaash, Nathan Srebro, Daniel Soudry
1 version
Preprints & journals
5 papers in the corpus · 2024–2026Global Convergence in Deep Networks via the Second Law of Thermodynamics2610.24775v1 · Matan Tsipory, Ofir Gaash, Itamar Harel et al.2026 · 0 citationsarXivon Valency
Temperature is All You Need for Generalization in Langevin Dynamics and other Markov Processes2505.19087v2 · Itamar Harel, Yonathan Wolanowsky, Gal Vardi et al.2025 · 0 citationsarXiv
Provable Tempered Overfitting of Minimal Nets and Typical Nets2410.19092v1 · Itamar Harel, William M. Hoza, Gal Vardi et al.2024 · 1 citationarXiv
Wetting Transition on Trees I: Percolation With Clustering2410.13551v2 · Aser Cortines, Itamar Harel, Dmitry Ioffe et al.2024 · 0 citationsarXiv
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers2402.06323v3 · Gon Buzaglo, Itamar Harel, Mor Shpigel Nacson et al.2024 · 0 citationsarXiv
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