Poster "generalization error analysis" Papers

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A High-Dimensional Statistical Method for Optimizing Transfer Quantities in Multi-Source Transfer Learning

Qingyue Zhang, Haohao Fu, Guanbo Huang et al.

NEURIPS 2025arXiv:2502.04242
2
citations

How Two-Layer Neural Networks Learn, One (Giant) Step at a Time

Yatin Dandi, Florent Krzakala, Bruno Loureiro et al.

ICLR 2025arXiv:2305.18270
52
citations

Toward Understanding In-context vs. In-weight Learning

Bryan Chan, Xinyi Chen, Andras Gyorgy et al.

ICLR 2025arXiv:2410.23042
15
citations

How Spurious Features are Memorized: Precise Analysis for Random and NTK Features

Simone Bombari, Marco Mondelli

ICML 2024arXiv:2305.12100
9
citations

Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm

Batiste Le Bars, Aurélien Bellet, Marc Tommasi et al.

ICML 2024arXiv:2306.02939
11
citations

Lessons from Generalization Error Analysis of Federated Learning: You May Communicate Less Often!

Milad Sefidgaran, Romain Chor, Abdellatif Zaidi et al.

ICML 2024arXiv:2306.05862
10
citations

PAGER: Accurate Failure Characterization in Deep Regression Models

Jayaraman J. Thiagarajan, Vivek Narayanaswamy, Puja Trivedi et al.

ICML 2024