Technical Program

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
 

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