2025 "benign overfitting" Papers
4 papers found
Benign Overfitting in Out-of-Distribution Generalization of Linear Models
Shange Tang, Jiayun Wu, Jianqing Fan et al.
ICLR 2025posterarXiv:2412.14474
1
citations
Benign Overfitting in Single-Head Attention
Roey Magen, Shuning Shang, Zhiwei Xu et al.
NeurIPS 2025posterarXiv:2410.07746
6
citations
From Linear to Nonlinear: Provable Weak-to-Strong Generalization through Feature Learning
Junsoo Oh, Jerry Song, Chulhee Yun
NeurIPS 2025posterarXiv:2510.24812
2
citations
Transfer Learning for Benign Overfitting in High-Dimensional Linear Regression
Yeichan Kim, Ilmun Kim, Seyoung Park
NeurIPS 2025spotlightarXiv:2510.15337