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Home/Authors/Scott Pesme

Scott Pesme

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 7:26 AM AMS

5

papers

204

total citations

papers (5)

Implicit Bias of SGD for Diagonal Linear Networks: a Provable Benefit of Stochasticity

NEURIPS 2021arXiv

Saddle-to-Saddle Dynamics in Diagonal Linear Networks

NEURIPS 2023arXiv

Online Robust Regression via SGD on the l1 loss

NEURIPS 2020arXiv

MAP Estimation with Denoisers: Convergence Rates and Guarantees

NEURIPS 2025arXiv

(S)GD over Diagonal Linear Networks: Implicit bias, Large Stepsizes and Edge of Stability