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
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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 |
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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 |
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TA4a-3: ACTIVE LEARNING ON GRAPHS VIA MULTI-SCALE REPRESENTATIONS |
Kaushik Seetharam; Arizona State University |
Gautam Dasarathy; Arizona State University |
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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 |
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