SPBD-3: Signal Processing of Big Data III |
| Symposium: Symposium on Signal Processing of Big Data |
| Session Type: Lecture |
| Time: Wednesday, December 7, 16:10 - 17:30 |
| Location: Salon H |
| Session Chair: Georgios B. Giannakis, University of Minnesota |
| 16:10 - 16:30 |
| SPBD-3.1: SPARSE LINEAR REGRESSION VIA GENERALIZED ORTHOGONAL LEAST-SQUARES |
| Abolfazl Hashemi; The University of Texas at Austin |
| Haris Vikalo; The University of Texas at Austin |
| 16:30 - 16:50 |
| SPBD-3.2: FAST AND COST-EFFECTIVE GREEDY ALGORITHM FOR COMPRESSIVE SENSING OF LARGE-SCALE SIGNALS |
| Sung-Hsien Hsieh; Academia Sinica |
| Chun-Shien Lu; Academia Sinica |
| Soo-Chang Pei; National Taiwan University |
| 16:50 - 17:10 |
| SPBD-3.3: A DICTIONARY BASED GENERALIZATION OF ROBUST PCA |
| Sirisha Rambhatla; University of Minnesota - Twin Cities |
| Xingguo Li; University of Minnesota - Twin Cities |
| Jarvis Haupt; University of Minnesota - Twin Cities |
| 17:10 - 17:30 |
| SPBD-3.4: SCALABLE AND ROBUST PCA APPROACH WITH RANDOM COLUMN/ROW SAMPLING |
| Mostafa Rahmani; University of Central Florida |
| George Atia; University of Central Florida |
