Implicit Regularization Paths of Weighted Neural RepresentationsNeural Information Processing Systems (NeurIPS), 2024 Jin-Hong Du Pratik Patil |
Generalized equivalences between subsampling and ridge regularizationNeural Information Processing Systems (NeurIPS), 2023 |
Bayes-optimal Learning of Deep Random Networks of Extensive-widthInternational Conference on Machine Learning (ICML), 2023 |
Overparameterized random feature regression with nearly orthogonal dataInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
Towards Data-Algorithm Dependent Generalization: a Case Study on
Overparameterized Linear RegressionNeural Information Processing Systems (NeurIPS), 2022 |