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Agnostic Learnability of Halfspaces via Logistic Loss
31 January 2022
Ziwei Ji
Kwangjun Ahn
Pranjal Awasthi
Satyen Kale
Stefani Karp
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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
Yinan Li
Chicheng Zhang
18
1
0
23 Oct 2023
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
Spencer Frei
Yuan Cao
Quanquan Gu
FedML
MLT
70
19
0
04 Jan 2021
1