{"total":14,"rows":[{"id":"2302.05836","title":"Theory on Forgetting and Generalization of Continual Learning","created":"2023-02-12","cited_by_count":72,"area":null},{"id":"2305.00316","title":"The Ideal Continual Learner: An Agent That Never Forgets","created":"2023-04-29","cited_by_count":35,"area":null},{"id":"2406.06213","title":"A Statistical Theory of Regularization-Based Continual Learning","created":"2024-06-10","cited_by_count":33,"area":null},{"id":"2204.10830","title":"Memory Bounds for Continual Learning","created":"2022-04-22","cited_by_count":19,"area":null},{"id":"2203.15664","title":"Nearly Minimax Algorithms for Linear Bandits with Shared Representation","created":"2022-03-29","cited_by_count":16,"area":null},{"id":"2210.05398","title":"Continual Learning by Modeling Intra-Class Variation","created":"2022-10-11","cited_by_count":12,"area":null},{"id":"2203.14383","title":"Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions","created":"2022-03-27","cited_by_count":11,"area":null},{"id":"2403.06873","title":"Last Iterate Convergence of Incremental Methods and Applications in Continual Learning","created":"2024-03-11","cited_by_count":10,"area":null},{"id":"2506.00205","title":"Unlocking the Power of Rehearsal in Continual Learning: A Theoretical Perspective","created":"2025-05-30","cited_by_count":10,"area":null},{"id":"2505.20970","title":"Measuring Representational Shifts in Continual Learning: A Linear Transformation Perspective","created":"2025-05-27","cited_by_count":5,"area":null},{"id":"2510.05573","title":"On the Theory of Continual Learning with Gradient Descent for Neural Networks","created":"2025-10-07","cited_by_count":3,"area":null},{"id":"2503.10503","title":"Sample Compression for Self Certified Continual Learning","created":"2025-03-13","cited_by_count":1,"area":null},{"id":"2602.02767","title":"Provable Effects of Data Replay in Continual Learning: A Feature Learning Perspective","created":"2026-02-02","cited_by_count":1,"area":null},{"id":"2511.01847","title":"Bridging Lifelong and Multi-Task Representation Learning via Algorithm and Complexity Measure","created":"2025-11-03","cited_by_count":0,"area":null}],"next_cursor":null}