TA4a: Statistical Signal Processing and Big Data Analysis (Invited) |
| Session Type: Oral |
| Time: Tuesday, November 5, 08:15 - 09:55 |
| Location: Heather |
| Session Chair: Piya Pal, University of California, San Diego |
| TA4a-1: NOISY MATRIX COMPLETION: UNDERSTANDING STATISTICAL GUARANTEES FOR CONVEX RELAXATION VIA NONCONVEX OPTIMIZATION |
| Yuxin Chen; Princeton University |
| Yuejie Chi; Carnegie Mellon University |
| Jianqing Fan; Princeton University |
| Cong Ma; Princeton University |
| Yuling Yan; Princeton University |
| TA4a-2: GENERALIZATION, ADAPTATION AND LOW-RANK REPRESENTATION IN NEURAL NETWORKS |
| Samet Oymak; University of California, Riverside |
| Zalan Fabian; University of Southern California |
| Mingchen Li; University of California, Riverside |
| Mahdi Soltanolkotabi; University of Southern California |
| TA4a-3: ACTIVE LEARNING ON GRAPHS VIA MULTI-SCALE REPRESENTATIONS |
| Kaushik Seetharam; Arizona State University |
| Gautam Dasarathy; Arizona State University |
| TA4a-4: A SEQUENTIAL APPROACH FOR SPARSE SUPPORT RECOVERY USING CORRELATION PRIORS |
| Ali Koochakzadeh; University of California, San Diego |
| Pulak Sarangi; University of California, San Diego |
| Piya Pal; University of California, San Diego |