conftrace_

malicious noise

6 papers

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Co-occurring keywords

noise-tolerant learning (13) noise tolerance (21) halfspace learning (30) pac learning (283) sample complexity (1169) learning theory (519) large-margin halfspaces (3) classification learning (3) robust learning (120) halfspace classification (11)

Papers

On the Vulnerability of Fairness Constrained Learning to Malicious Noise AISTATS 2024
PAC Learning of Halfspaces with Malicious Noise in Nearly Linear Time AISTATS 2023
Sample-Optimal PAC Learning of Halfspaces with Malicious Noise ICML 2021
Attribute-Efficient Learning of Halfspaces with Malicious Noise: Near-Optimal Label Complexity and Noise Tolerance ALT 2021
Learning large-margin halfspaces with more malicious noise NIPS 2011
Learning Halfspaces with Malicious Noise JMLR 2009