Benign Overfitting and Noisy Features

Benign Overfitting and Noisy Features

6 August 2020

Weijie Su

Dino Sejdinovic

Papers citing "Benign Overfitting and Noisy Features"

7 / 7 papers shown

Title
Bayesian Inference for Consistent Predictions in Overparameterized Nonlinear Regression Tomoya Wakayama BDL 57 0 0 06 Apr 2024
Trajectory-dependent Generalization Bounds for Deep Neural Networks via Fractional Brownian Motion Chengli Tan Jiang Zhang Junmin Liu 45 1 0 09 Jun 2022
Towards an Understanding of Benign Overfitting in Neural Networks Zhu Li Zhi-Hua Zhou Arthur Gretton MLT 38 35 0 06 Jun 2021
A Geometric Analysis of Neural Collapse with Unconstrained Features Zhihui Zhu Tianyu Ding Jinxin Zhou Xiao Li Chong You Jeremias Sulam Qing Qu 40 197 0 06 May 2021
Exploring Deep Neural Networks via Layer-Peeled Model: Minority Collapse in Imbalanced Training Cong Fang Hangfeng He Qi Long Weijie J. Su FAtt 132 168 0 29 Jan 2021
Memorizing without overfitting: Bias, variance, and interpolation in over-parameterized models J. Rocks Pankaj Mehta 23 41 0 26 Oct 2020
Sharp analysis of low-rank kernel matrix approximations Francis R. Bach 86 281 0 09 Aug 2012