conftrace_

James B Simon

5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) ICML (1)

Top co-authors

Liu Ziyin (2) Alexandru Meterez (1) Abraham J Fetterman (1) Cengiz Pehlevan (1) Masahito Ueda (1) Daniel Geisz (1) Maksis Knutins (1) Joshua Albrecht (1) Lijia Zhou (1) Gal Vardi (1)

Keywords

representation learning (1) contrastive learning (1) embedding learning (1) self-supervised learning (1) barlow twin (1)

Papers

The Optimization Landscape of SGD Across the Feature Learning Strength ICLR 2025 An Agnostic View on the Cost of Overfitting in (Kernel) Ridge Regression ICLR 2024 More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory ICLR 2024 On the Stepwise Nature of Self-Supervised Learning ICML 2023 SGD Can Converge to Local Maxima ICLR 2022