TA4a: Optimization for Data Analytics |
| Session Type: Oral |
| Time: Tuesday, October 30, 08:15 - 09:55 |
| Location: Heather |
| Session Chair: Visa Koivunen, Aalto University |
| TA4a-1: GRADIENT VARIABLE SPLITTING METHOD WITH CONVERGENCE TO SECOND-ORDER STATIONARY SOLUTIONS |
| Songtao Lu; University of Minnesota - Twin Cities |
| Jason Lee; University of Southern California |
| Meisam Razaviyayn; University of Southern California |
| Mingyi Hong; University of Minnesota - Twin Cities |
| TA4a-2: TIME VARYING OPTIMIZATION VIA INEXACT PROXIMAL ONLINE GRADIENT DESCENT |
| Rishabh Dixit; Indian Institute of Technology Kanpur |
| Amrit Singh Bedi; Indian Institute of Technology Kanpur |
| Ruchi Tripathi; Indian Institute of Technology Kanpur |
| Ketan Rajawat; Indian Institute of Technology Kanpur |
| TA4a-3: A GRADIENT DESCENT APPROACH FOR INCOMPLETE LINEAR SYSTEMS |
| Anna Ma; Claremont Graduate University |
| Deanna Needell; University of California, Los Angeles |
| TA4a-4: SCALABLE STATISTICAL INFERENCE USING DISTRIBUTED BOOTSTRAPPING AND ITERATIVE L1-NORM MINIMIZATION |
| Emadaldin Mozafari-Majd; Aalto University |
| Visa Koivunen; Aalto University |