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large-margin halfspaces

4 papers

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Co-occurring keywords · papers mentioning both

differential privacy (2) malicious noise (1) classification learning (1) robust learning (1) noise-tolerant learning (1) private learning (1) margin halfspace (1) convex loss function (1) private algorithm (1) decision list (1)

Papers

Privately Learning Decision Lists and a Differentially Private Winnow ALT 2026 Tight list replicability bounds via a novel sphere covering theorem COLT 2026 Efficient Private Algorithms for Learning Large-Margin Halfspaces ALT 2020 Learning large-margin halfspaces with more malicious noise NeurIPS 2011