Spotlight "kernel ridge regression" Papers

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Ridge Boosting is Both Robust and Efficient

David Bruns-Smith, Zhongming Xie, Avi Feller

NEURIPS 2025spotlightarXiv:2510.22083

Quasi-Monte Carlo Features for Kernel Approximation

ZHEN HUANG, Jiajin Sun, Yian Huang

ICML 2024spotlightarXiv:2503.06041

Towards Theoretical Understanding of Learning Large-scale Dependent Data via Random Features

Chao Wang, Xin Bing, Xin HE et al.

ICML 2024spotlight