"reproducing kernel hilbert spaces" Papers

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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

Regularized least squares learning with heavy-tailed noise is minimax optimal

Mattes Mollenhauer, Nicole Muecke, Dimitri Meunier et al.

NeurIPS 2025spotlightarXiv:2505.14214
1
citations

Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters

Brian Cho, Yaroslav Mukhin, Kyra Gan et al.

ICML 2024poster

Mean-field Analysis on Two-layer Neural Networks from a Kernel Perspective

Shokichi Takakura, Taiji Suzuki

ICML 2024poster