 A Novel Stochastic Gradient Descent Algorithm for Learning Principal
SubspacesInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 LocoProp: Enhancing BackProp via Local Loss OptimizationInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 |
 On the Optimality of the Oja's Algorithm for Online PCAStatistics and computing (Stat Comput), 2021 |
 EigenGame: PCA as a Nash EquilibriumInternational Conference on Learning Representations (ICLR), 2020 |
