Fixed Design Analysis of Regularization-Based Continual Learning

17 March 2023

Papers citing "Fixed Design Analysis of Regularization-Based Continual Learning"

7 / 7 papers shown

Title
Better Rates for Random Task Orderings in Continual Linear Models Itay Evron Ran Levinstein Matan Schliserman Uri Sherman Tomer Koren Daniel Soudry Nathan Srebro CLL 30 0 0 06 Apr 2025
Memory-Statistics Tradeoff in Continual Learning with Structural Regularization Haoran Li Jingfeng Wu Vladimir Braverman CLL 30 0 0 05 Apr 2025
Global Convergence of Continual Learning on Non-IID Data Fei Zhu Yujing Liu Wenzhuo Liu Zhaoxiang Zhang 40 0 0 24 Mar 2025
A Statistical Theory of Regularization-Based Continual Learning Xuyang Zhao Huiyuan Wang Weiran Huang Wei Lin 27 12 0 10 Jun 2024
Provable Contrastive Continual Learning Yichen Wen Zhiquan Tan Kaipeng Zheng Chuanlong Xie Weiran Huang CLL 32 4 0 29 May 2024
Last Iterate Convergence of Incremental Methods and Applications in Continual Learning Xu Cai Jelena Diakonikolas 23 5 0 11 Mar 2024
Continual Learning in Linear Classification on Separable Data Itay Evron E. Moroshko G. Buzaglo M. Khriesh B. Marjieh Nathan Srebro Daniel Soudry CLL 19 14 0 06 Jun 2023