"concept classes" Papers

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Agnostic Active Learning Is Always Better Than Passive Learning

Steve Hanneke

NEURIPS 2025oral

Formal Models of Active Learning from Contrastive Examples

Farnam Mansouri, Hans Simon, Adish Singla et al.

NEURIPS 2025arXiv:2506.15893
1
citations

Improved Bounds for Pure Private Agnostic Learning: Item-Level and User-Level Privacy

Bo Li, Wei Wang, Peng Ye

ICML 2024arXiv:2407.20640
1
citations