Generalized equivalences between subsampling and ridge regularization

v1v2 (latest)

Generalized equivalences between subsampling and ridge regularization

Neural Information Processing Systems (NeurIPS), 2023

29 May 2023

Pratik V. Patil

ArXiv (abs)PDF HTML

Papers citing "Generalized equivalences between subsampling and ridge regularization"

5 / 5 papers shown

Title
Dataset Distillation from First Principles: Integrating Core Information Extraction and Purposeful Learning Vyacheslav Kungurtsev Yuanfang Peng Jianyang Gu Saeed Vahidian Anthony Quinn Fadwa Idlahcen Yiran Chen FedML DD 304 3 0 02 Sep 2024
Implicit Regularization Paths of Weighted Neural RepresentationsNeural Information Processing Systems (NeurIPS), 2024 Jin-Hong Du Pratik Patil 152 0 0 28 Aug 2024
More is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory James B. Simon Dhruva Karkada Nikhil Ghosh Mikhail Belkin AI4CE BDL 400 22 0 24 Nov 2023
Asymptotically free sketched ridge ensembles: Risks, cross-validation, and tuningInternational Conference on Learning Representations (ICLR), 2023 Filip Szatkowski Daniel LeJeune 241 10 0 06 Oct 2023
Corrected generalized cross-validation for finite ensembles of penalized estimators Pierre C. Bellec Jin-Hong Du Takuya Koriyama Pratik Patil Kai Tan 294 6 0 02 Oct 2023