NEURIPS 2025 "kernel ridge regression" Papers

5 papers found

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A duality framework for analyzing random feature and two-layer neural networks

Hongrui Chen, Jihao Long, Lei Wu

NEURIPS 2025posterarXiv:2305.05642
2
citations

A Geometrical Analysis of Kernel Ridge Regression and its Applications

Georgios Gavrilopoulos, Guillaume Lecué, Zong Shang

NEURIPS 2025posterarXiv:2404.07709
2
citations

Kernel Regression in Structured Non-IID Settings: Theory and Implications for Denoising Score Learning

Dechen Zhang, Zhenmei Shi, Zhang et al.

NEURIPS 2025posterarXiv:2510.15363

Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift

Kaizheng Wang

NEURIPS 2025posterarXiv:2302.10160
14
citations

Ridge Boosting is Both Robust and Efficient

David Bruns-Smith, Zhongming Xie, Avi Feller

NEURIPS 2025spotlightarXiv:2510.22083