Provable Weak-to-Strong Generalization via Benign Overfitting

6 October 2024

Papers citing "Provable Weak-to-Strong Generalization via Benign Overfitting"

4 / 4 papers shown

Title
How to Mitigate Overfitting in Weak-to-strong Generalization? Junhao Shi Qinyuan Cheng Zhaoye Fei Y. Zheng Qipeng Guo Xipeng Qiu 65 0 0 06 Mar 2025
Weak-to-Strong Generalization Even in Random Feature Networks, Provably Marko Medvedev Kaifeng Lyu Dingli Yu Sanjeev Arora Zhiyuan Li Nathan Srebro 102 0 0 04 Mar 2025
Understanding the Capabilities and Limitations of Weak-to-Strong Generalization Wei Yao Wenkai Yang Z. Wang Yankai Lin Yong Liu ELM 99 1 0 03 Feb 2025
Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization Wenkai Yang Shiqi Shen Guangyao Shen Zhi Gong Yankai Lin Zhi Gong Yankai Lin Ji-Rong Wen 50 13 0 17 Jun 2024