D-18: Theory for Machine Learning |
| Session Type: Virtual |
| Time: Monday, November 01, 11:15 - 12:45 |
| Location: Room 3 |
| Virtual Session: Attend on Virtual Platform |
| Session Chair: Cynthia Rush, Columbia University |
| D-18.1: A Minimax Lower Bound for Low-Rank Matrix-Variate Logistic Regression |
| Batoul Taki; Rutgers University |
| Mohsen Ghassemi; Rutgers University |
| Anand Sarwate; Rutgers University |
| Waheed Bajwa; Rutgers University |
| D-18.2: Information Theoretic Approach to L-Estimators |
| Alex Dytso; New Jersey Institute of Technology |
| Martina Cardone; University of Minnesota |
| Cynthia Rush; Columbia University |
| D-18.3: EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD |
| Mehmet Donmez; University of Illinois at Urbana Champaign |
| Jeff Ludwig; University of California Irvine |
| Maxim Ragisky; University of Illinois at Urbana Champaign |
| Andrew Singer; University of Illinois at Urbana Champaign |
| D-18.4: Provable Data Clustering via Innovation Search |
| Weiwei Li; Baidu |
| Mostafa Rahmani; Baidu |
| Ping Li; Baidu |