Efficient Learning with Arbitrary Covariate Shift

15 February 2021

Adam Kalai

Papers citing "Efficient Learning with Arbitrary Covariate Shift"

5 / 5 papers shown

Title
Beyond Perturbations: Learning Guarantees with Arbitrary Adversarial Test Examples S. Goldwasser Adam Tauman Kalai Y. Kalai Omar Montasser AAML 45 40 0 10 Jul 2020
The Power of Comparisons for Actively Learning Linear Classifiers Max Hopkins D. Kane Shachar Lovett 34 20 0 08 Jul 2019
Reliably Learning the ReLU in Polynomial Time Surbhi Goel Varun Kanade Adam R. Klivans J. Thaler 78 126 0 30 Nov 2016
Complexity theoretic limitations on learning DNF's Amit Daniely Shai Shalev-Shwartz 59 112 0 13 Apr 2014
Distribution-Independent Reliable Learning Varun Kanade J. Thaler OOD 46 17 0 20 Feb 2014