MO3-3: Nonconvex Methods for High-Dimensional Estimation |
| Session Type: Virtual |
| Time: Monday, November 2, 14:50 - 16:30 |
| Virtual Session: View on Virtual Platform |
| Location: Room 3 |
| Session Chairs: Yue Lu, Harvard University and Ran Xin, Carnegie Mellon University |
| MO3-3-1: Decentralized stochastic algorithms for non-convex finite-sum minimization |
| Ran Xin; CMU |
| Soummya Kar; CMU |
| Usman Khan; Tufts |
| MO3-3-2: Analysis of the Optimization Landscapes for Overcomplete Representation Learning |
| Qing Qu; New York University, Center for Data Science |
| Yuexiang Zhai; UC Berkeley |
| Xiao Li; CUHK |
| Yuqian Zhang; Rutgers |
| Zhihui Zhu; University of Denver |
| MO3-3-3: A Sharp Asymptotic Analysis of Learning with Random Orthogonal Features |
| Oussama Dhifallah; Harvard University |
| Yue M. Lu; Harvard University |