Generalized equivalences between subsampling and ridge regularization

29 May 2023

Papers citing "Generalized equivalences between subsampling and ridge regularization"

8 / 8 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 44 2 0 02 Sep 2024
Implicit Regularization Paths of Weighted Neural Representations Jin-Hong Du Pratik Patil 27 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 34 13 0 24 Nov 2023
Asymptotically free sketched ridge ensembles: Risks, cross-validation, and tuning Filip Szatkowski Daniel LeJeune 27 9 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 28 4 0 02 Oct 2023
Mitigating multiple descents: A model-agnostic framework for risk monotonization Pratik V. Patil Arun K. Kuchibhotla Yuting Wei Alessandro Rinaldo 32 8 0 25 May 2022
Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime Stéphane dÁscoli Maria Refinetti Giulio Biroli Florent Krzakala 93 152 0 02 Mar 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016