Understanding Forgetting in Continual Learning with Linear Regression

27 May 2024

Papers citing "Understanding Forgetting in Continual Learning with Linear Regression"

8 / 8 papers shown

Title
Global Convergence of Continual Learning on Non-IID Data Fei Zhu Yujing Liu Wenzhuo Liu Zhaoxiang Zhang 40 0 0 24 Mar 2025
Mitigating Forgetting in LLM Supervised Fine-Tuning and Preference Learning H. Fernando Han Shen Parikshit Ram Yi Zhou Horst Samulowitz Nathalie Baracaldo Tianyi Chen CLL 50 2 0 20 Oct 2024
TSVD: Bridging Theory and Practice in Continual Learning with Pre-trained Models Liangzu Peng Juan Elenter Joshua Agterberg Alejandro Ribeiro René Vidal VLM CLL 44 1 0 01 Oct 2024
MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language Muhammad Asif Ali Nawal Daftardar Mutayyaba Waheed Jianbin Qin Di Wang KELM 32 1 0 18 Sep 2024
TRGP: Trust Region Gradient Projection for Continual Learning Sen Lin Li Yang Deliang Fan Junshan Zhang CLL 78 73 0 07 Feb 2022
Continual Learning with Recursive Gradient Optimization Hao Liu Huaping Liu VLM CLL 83 36 0 29 Jan 2022
Last Iterate Risk Bounds of SGD with Decaying Stepsize for Overparameterized Linear Regression Jingfeng Wu Difan Zou Vladimir Braverman Quanquan Gu Sham Kakade 96 20 0 12 Oct 2021
New Analysis and Algorithm for Learning with Drifting Distributions M. Mohri Andrés Munoz Medina 80 123 0 19 May 2012