Transductive Robust Learning Guarantees

20 October 2021

Papers citing "Transductive Robust Learning Guarantees"

9 / 9 papers shown

Title
Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection Nils Palumbo Yang Guo Xi Wu Jiefeng Chen Yingyu Liang S. Jha AAML 20 0 0 27 May 2023
Cross-Entropy Loss Functions: Theoretical Analysis and Applications Anqi Mao M. Mohri Yutao Zhong AAML 21 270 0 14 Apr 2023
Robust Empirical Risk Minimization with Tolerance Robi Bhattacharjee Max Hopkins Akash Kumar Hantao Yu Kamalika Chaudhuri OOD 22 8 0 02 Oct 2022
Adversarially Robust Learning: A Generic Minimax Optimal Learner and Characterization Omar Montasser Steve Hanneke Nathan Srebro 21 17 0 15 Sep 2022
Adversarially Robust PAC Learnability of Real-Valued Functions Idan Attias Steve Hanneke 20 5 0 26 Jun 2022
Adversarially Robust Learning with Tolerance H. Ashtiani Vinayak Pathak Ruth Urner AAML 13 9 0 02 Mar 2022
Self-Training: A Survey Massih-Reza Amini Vasilii Feofanov Loïc Pauletto Lies Hadjadj Emilie Devijver Yury Maximov SSL 24 100 0 24 Feb 2022
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability Idan Attias Steve Hanneke Yishay Mansour 27 15 0 11 Feb 2022
Adversarial examples from computational constraints Sébastien Bubeck Eric Price Ilya P. Razenshteyn AAML 60 230 0 25 May 2018