Poster "kernel ridge regression" Papers

8 papers found

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Conference

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Paper Type

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

Hongrui Chen, Jihao Long, Lei Wu

NEURIPS 2025arXiv:2305.05642
2
citations

A Geometrical Analysis of Kernel Ridge Regression and its Applications

Georgios Gavrilopoulos, Guillaume Lecué, Zong Shang

NEURIPS 2025arXiv: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 2025arXiv:2510.15363

Pseudo-Labeling for Kernel Ridge Regression under Covariate Shift

Kaizheng Wang

NEURIPS 2025arXiv:2302.10160
15
citations

BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Ranges

Hoyong Choi, Nohyun Ki, Hye Won Chung

ICML 2024arXiv:2406.03057
9
citations

Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum

Tin Sum Cheng, Aurelien Lucchi, Anastasis Kratsios et al.

ICML 2024arXiv:2402.01297
12
citations

High-Dimensional Kernel Methods under Covariate Shift: Data-Dependent Implicit Regularization

Yihang Chen, Fanghui Liu, Taiji Suzuki et al.

ICML 2024arXiv:2406.03171
3
citations

Smoothness Adaptive Hypothesis Transfer Learning

Haotian Lin, Matthew Reimherr

ICML 2024arXiv:2402.14966
11
citations