Efficient Testable Learning of Halfspaces with Adversarial Label Noise

Efficient Testable Learning of Halfspaces with Adversarial Label Noise

Neural Information Processing Systems (NeurIPS), 2023

9 March 2023

Ilias Diakonikolas

Vasilis Kontonis

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Papers citing "Efficient Testable Learning of Halfspaces with Adversarial Label Noise"

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Title
Personalized Prediction By Learning Halfspace Reference Classes Under Well-Behaved Distribution Jizhou Huang Brendan Juba 68 0 0 19 Sep 2025
The Power of Iterative Filtering for Supervised Learning with (Heavy) Contamination Adam R. Klivans Konstantinos Stavropoulos Kevin Tian Arsen Vasilyan 134 0 0 26 May 2025
Active Learning of General Halfspaces: Label Queries vs Membership QueriesNeural Information Processing Systems (NeurIPS), 2024 Ilias Diakonikolas D. Kane Mingchen Ma 141 1 0 03 Jan 2025
Classical Verification of Quantum LearningInformation Technology Convergence and Services (ITCS), 2023 Matthias C. Caro M. Hinsche M. Ioannou A. Nietner R. Sweke 151 8 0 08 Jun 2023
Tester-Learners for Halfspaces: Universal AlgorithmsNeural Information Processing Systems (NeurIPS), 2023 Aravind Gollakota Adam R. Klivans Konstantinos Stavropoulos Arsen Vasilyan 141 12 0 19 May 2023