{"total":13,"rows":[{"id":"2201.03299","title":"Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks","created":"2022-01-10","cited_by_count":55,"area":null},{"id":"2207.05952","title":"Implicit regularization of dropout","created":"2022-07-13","cited_by_count":25,"area":null},{"id":"2202.04777","title":"Exact Solutions of a Deep Linear Network","created":"2022-02-10","cited_by_count":24,"area":null},{"id":"2210.05021","title":"The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective","created":"2022-10-10","cited_by_count":24,"area":null},{"id":"2503.19859","title":"An Overview of Low-Rank Structures in the Training and Adaptation of Large Models","created":"2025-03-25","cited_by_count":9,"area":null},{"id":"2106.03091","title":"Regularization in ResNet with Stochastic Depth","created":"2021-06-06","cited_by_count":7,"area":null},{"id":"2201.09209","title":"Weight Expansion: A New Perspective on Dropout and Generalization","created":"2022-01-23","cited_by_count":6,"area":null},{"id":"2201.12724","title":"Stochastic Neural Networks with Infinite Width are Deterministic","created":"2022-01-30","cited_by_count":3,"area":null},{"id":"2605.05436","title":"Estimating Implicit Regularization in Deep Learning","created":"2026-05-06","cited_by_count":1,"area":null},{"id":"2405.02086","title":"Multi-level projection with exponential parallel speedup; Application to sparse auto-encoders neural networks","created":"2024-05-03","cited_by_count":0,"area":null},{"id":"2407.16293","title":"A new Linear Time Bi-level $\\ell_{1,\\infty}$ projection ; Application to the sparsification of auto-encoders neural networks","created":"2024-07-23","cited_by_count":0,"area":null},{"id":"2510.10440","title":"Does Weighting Improve Matrix Factorization for Recommender Systems?","created":"2025-10-12","cited_by_count":0,"area":null},{"id":"2609.11876","title":"On the Regularization Landscape for the Linear Recommendation Models","created":"2026-09-10","cited_by_count":0,"area":null}],"next_cursor":null}