Spotlight "empirical risk minimization" Papers

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On Agnostic PAC Learning in the Small Error Regime

Julian Asilis, Mikael Møller Høgsgaard, Grigoris Velegkas

NEURIPS 2025spotlightarXiv:2502.09496

Purifying Approximate Differential Privacy with Randomized Post-processing

Yingyu Lin, Erchi Wang, Yian Ma et al.

NEURIPS 2025spotlightarXiv:2503.21071
2
citations

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

Idan Attias, Steve Hanneke, Arvind Ramaswami

NEURIPS 2025spotlightarXiv:2506.00135