Noise in Classification

10 October 2020

Papers citing "Noise in Classification"

7 / 7 papers shown

Title
Tester-Learners for Halfspaces: Universal Algorithms Aravind Gollakota Adam R. Klivans Konstantinos Stavropoulos Arsen Vasilyan 37 8 0 19 May 2023
Reliable learning in challenging environments Maria-Florina Balcan Steve Hanneke Rattana Pukdee Dravyansh Sharma OOD 30 4 0 06 Apr 2023
An Efficient Tester-Learner for Halfspaces Aravind Gollakota Adam R. Klivans Konstantinos Stavropoulos Arsen Vasilyan 27 10 0 28 Feb 2023
Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise Chicheng Zhang Yinan Li 27 24 0 10 Feb 2021
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise Spencer Frei Yuan Cao Quanquan Gu FedML MLT 70 19 0 04 Jan 2021
Learning Halfspaces with Massart Noise Under Structured Distributions Ilias Diakonikolas Vasilis Kontonis Christos Tzamos Nikos Zarifis 32 59 0 13 Feb 2020
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 317 5,847 0 08 Jul 2016