2025 Spotlight "vc dimension" Papers
3 papers found
Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness
Bogdan Chornomaz, Yonatan Koren, Shay Moran et al.
NeurIPS 2025spotlightarXiv:2506.03075
1
citations
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