Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability

8 June 2020

Papers citing "Classification Under Misspecification: Halfspaces, Generalized Linear Models, and Connections to Evolvability"

8 / 8 papers shown

Title
A Unified Theoretical Analysis of Private and Robust Offline Alignment: from RLHF to DPO Xingyu Zhou Yulian Wu Francesco Orabona OffRL 22 0 0 21 May 2025
Smoothed Analysis for Learning Concepts with Low Intrinsic Dimension Gautam Chandrasekaran Adam R. Klivans Vasilis Kontonis Raghu Meka Konstantinos Stavropoulos 58 1 0 01 Jul 2024
Cryptographic Hardness of Learning Halfspaces with Massart Noise Ilias Diakonikolas D. Kane Pasin Manurangsi Lisheng Ren 38 22 0 28 Jul 2022
Agnostic Learnability of Halfspaces via Logistic Loss Ziwei Ji Kwangjun Ahn Pranjal Awasthi Satyen Kale Stefani Karp 29 3 0 31 Jan 2022
Approximate Maximum Halfspace Discrepancy Michael Matheny J. Phillips 27 2 0 25 Jun 2021
Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov noise Chicheng Zhang Yinan Li 32 24 0 10 Feb 2021
Near-Optimal Statistical Query Hardness of Learning Halfspaces with Massart Noise Ilias Diakonikolas D. Kane 28 24 0 17 Dec 2020
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,092 0 24 Oct 2016