A Non-Asymptotic Moreau Envelope Theory for High-Dimensional Generalized
Linear ModelsNeural Information Processing Systems (NeurIPS), 2022 |
On the robustness of minimum norm interpolators and regularized
empirical risk minimizersAnnals of Statistics (Ann. Stat.), 2020 |
Dimensionality reduction, regularization, and generalization in
overparameterized regressionsSIAM Journal on Mathematics of Data Science (SIMODS), 2020 |
On Uniform Convergence and Low-Norm Interpolation LearningNeural Information Processing Systems (NeurIPS), 2020 |