Mind the spikes: Benign overfitting of kernels and neural networks in
fixed dimension

Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension

23 May 2023

David Holzmüller

Papers citing "Mind the spikes: Benign overfitting of kernels and neural networks in fixed dimension"

14 / 14 papers shown

Title
Benign Overfitting with Quantum Kernels Joachim Tomasi S. Anthoine Hachem Kadri 30 0 0 21 Mar 2025
On the Saturation Effects of Spectral Algorithms in Large Dimensions Weihao Lu Haobo Zhang Yicheng Li Q. Lin 34 1 0 01 Mar 2025
Overfitting Regimes of Nadaraya-Watson Interpolators Daniel Barzilai Guy Kornowski Ohad Shamir 68 0 0 11 Feb 2025
Scanning Trojaned Models Using Out-of-Distribution Samples Hossein Mirzaei Ali Ansari Bahar Dibaei Nia Mojtaba Nafez Moein Madadi ... Kian Shamsaie Mahdi Hajialilue Jafar Habibi Mohammad Sabokrou M. Rohban OODD 59 2 0 28 Jan 2025
On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory Guhan Chen Yicheng Li Qian Lin AAML 25 1 0 08 Oct 2024
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality Marko Medvedev Gal Vardi Nathan Srebro 38 3 0 05 Sep 2024
Stable Minima Cannot Overfit in Univariate ReLU Networks: Generalization by Large Step Sizes Dan Qiao Kaiqi Zhang Esha Singh Daniel Soudry Yu-Xiang Wang NoLa 25 3 0 10 Jun 2024
The phase diagram of kernel interpolation in large dimensions Haobo Zhang Weihao Lu Qian Lin 39 5 0 19 Apr 2024
Characterizing Overfitting in Kernel Ridgeless Regression Through the Eigenspectrum Tin Sum Cheng Aurélien Lucchi Anastasis Kratsios David Belius 19 7 0 02 Feb 2024
The Optimality of Kernel Classifiers in Sobolev Space Jianfa Lai Zhifan Li Dongming Huang Qian Lin 14 1 0 02 Feb 2024
Generalization in Kernel Regression Under Realistic Assumptions Daniel Barzilai Ohad Shamir 17 14 0 26 Dec 2023
Neural Tangent Kernel Beyond the Infinite-Width Limit: Effects of Depth and Initialization Mariia Seleznova Gitta Kutyniok 179 16 0 01 Feb 2022
The Implicit Bias of Benign Overfitting Ohad Shamir 91 37 0 27 Jan 2022
Harmless interpolation in regression and classification with structured features Andrew D. McRae Santhosh Karnik Mark A. Davenport Vidya Muthukumar 93 11 0 09 Nov 2021