"vc dimension" Papers

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Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness

Bogdan Chornomaz, Yonatan Koren, Shay Moran et al.

NEURIPS 2025spotlightarXiv:2506.03075

On Agnostic PAC Learning in the Small Error Regime

Julian Asilis, Mikael Møller Høgsgaard, Grigoris Velegkas

NEURIPS 2025spotlightarXiv:2502.09496

Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning

Idan Attias, Steve Hanneke, Arvind Ramaswami

NEURIPS 2025spotlightarXiv:2506.00135

Fast Co-Training under Weak Dependence via Stream-Based Active Learning

Ilias Diakonikolas, Mingchen Ma, Lisheng Ren et al.

On the Nonlinearity of Layer Normalization

Yunhao Ni, Yuxin Guo, Junlong Jia et al.

ICML 2024arXiv:2406.01255