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Agnostic Learnability of Halfspaces via Logistic Loss

Agnostic Learnability of Halfspaces via Logistic Loss

31 January 2022
Ziwei Ji
Kwangjun Ahn
Pranjal Awasthi
Satyen Kale
Stefani Karp
ArXivPDFHTML

Papers citing "Agnostic Learnability of Halfspaces via Logistic Loss"

3 / 3 papers shown
Title
Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex
  Optimization Approach
Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach
Yinan Li
Chicheng Zhang
18
1
0
23 Oct 2023
Smoothly Giving up: Robustness for Simple Models
Smoothly Giving up: Robustness for Simple Models
Tyler Sypherd
Nathan Stromberg
Richard Nock
Visar Berisha
Lalitha Sankar
21
1
0
17 Feb 2023
Provable Generalization of SGD-trained Neural Networks of Any Width in
  the Presence of Adversarial Label Noise
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
1