Technical Program

TM-L.2: Theory/Algorithms II

Symposium: Tensor Methods for Signal Processing and Machine Learning
Session Type: Lecture
Time: Wednesday, November 28, 14:00 - 15:30
Location: Castle
Session Chair: Vagelis Papalexakis, University of California Riverside
 
14:00 - 14:18
TM-L.2.1: ON IDENTIFIABILITY OF NONNEGATIVE MATRIX FACTORIZATION
         Xiao Fu; Oregon State University
         Kejun Huang; University of Minnesota
         Nicholas D. Sidiropoulos; University of Virginia
 
14:18 - 14:36
TM-L.2.2: LARGE-SCALE AUTOREGRESSIVE SYSTEM IDENTIFICATION USING KRONECKER PRODUCT EQUATIONS
         Martijn Boussé; KU Leuven
         Lieven De Lathauwer; KU Leuven Kulak
 
14:36 - 14:54
TM-L.2.3: L1-NORM HIGHER-ORDER SINGULAR-VALUE DECOMPOSITION
         Panos Markopoulos; Rochester Institute of Technology
         Dimitris Chachlakis; Rochester Institute of Technology
         Ashley Prater-Bennette; Air Force Research Laboratory
 
14:54 - 15:12
TM-L.2.4: THE EXACT SOLUTION TO RANK-1 L1-NORM TUCKER2 DECOMPOSITION
         Panos Markopoulos; Rochester Institute of Technology
         Dimitris Chachlakis; Rochester Institute of Technology
         Evangelos Papalexakis; University of California, Riverside