Acceleration and Implicit Regularization in Gaussian Phase RetrievalInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2023 |
Tensor-on-Tensor Regression: Riemannian Optimization,
Over-parameterization, Statistical-computational Gap, and Their InterplayAnnals of Statistics (Ann. Stat.), 2022 |
On Geometric Connections of Embedded and Quotient Geometries in
Riemannian Fixed-rank Matrix OptimizationMathematics of Operations Research (MOR), 2021 |
Low-rank Tensor Estimation via Riemannian Gauss-Newton: Statistical
Optimality and Second-Order ConvergenceJournal of machine learning research (JMLR), 2021 |