Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality

5 September 2024

Papers citing "Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality"

7 / 7 papers shown

Title
Benign Overfitting with Quantum Kernels Joachim Tomasi S. Anthoine Hachem Kadri 30 0 0 21 Mar 2025
Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches Yifang Chen Xuyang Guo Xiaoyu Li Yingyu Liang Zhenmei Shi Zhao-quan Song 56 3 0 03 Mar 2025
Overfitting Regimes of Nadaraya-Watson Interpolators Daniel Barzilai Guy Kornowski Ohad Shamir 71 0 0 11 Feb 2025
The phase diagram of kernel interpolation in large dimensions Haobo Zhang Weihao Lu Qian Lin 42 5 0 19 Apr 2024
Benign overfitting in leaky ReLU networks with moderate input dimension Kedar Karhadkar Erin E. George Michael Murray Guido Montúfar Deanna Needell MLT 28 2 0 11 Mar 2024
Precise Learning Curves and Higher-Order Scaling Limits for Dot Product Kernel Regression Lechao Xiao Hong Hu Theodor Misiakiewicz Yue M. Lu Jeffrey Pennington 48 18 0 30 May 2022
Failures of model-dependent generalization bounds for least-norm interpolation Peter L. Bartlett Philip M. Long 78 29 0 16 Oct 2020