"benign overfitting" Papers
9 papers found
Conference
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
Shange Tang, Jiayun Wu, Jianqing Fan et al.
ICLR 2025arXiv:2412.14474
1
citations
Benign Overfitting in Single-Head Attention
Roey Magen, Shuning Shang, Zhiwei Xu et al.
NEURIPS 2025arXiv:2410.07746
7
citations
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
Junsoo Oh, Jerry Song, Chulhee Yun
NEURIPS 2025arXiv:2510.24812
2
citations
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression
Yeichan Kim, Ilmun Kim, Seyoung Park
NEURIPS 2025spotlightarXiv:2510.15337
Benign Overfitting in Adversarial Training of Neural Networks
Yunjuan Wang, Kaibo Zhang, Raman Arora
ICML 2024
Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data
Xuran Meng, Difan Zou, Yuan Cao
ICML 2024arXiv:2310.01975
10
citations
Generalization in Kernel Regression Under Realistic Assumptions
Daniel Barzilai, Ohad Shamir
ICML 2024spotlightarXiv:2312.15995
22
citations
Minimum-Norm Interpolation Under Covariate Shift
Neil Mallinar, Austin Zane, Spencer Frei et al.
ICML 2024arXiv:2404.00522
12
citations
Universal Consistency of Wide and Deep ReLU Neural Networks and Minimax Optimal Convergence Rates for Kolmogorov-Donoho Optimal Function Classes
Hyunouk Ko, Xiaoming Huo
ICML 2024arXiv:2401.04286
1
citations