Technical Program

MLSP-P4: Matrix Factorization, Deep Learning and Source Separation

Session Type: Poster
Time: Wednesday, March 23, 16:00 - 18:00
Location: Poster Area E
Session Chair: Nikos Sidiropoulos, University of Minnesota
 
MLSP-P4.1: MULTICRITERIA OPTIMIZATION FOR NONUNITARY JOINT BLOCK DIAGONALIZATION
         Wei-Tao Zhang; Xidian University
         Shun-Tian Lou; Xidian University
 
MLSP-P4.2: TENSOR COMPLETION VIA FUNCTIONAL SMOOTH COMPONENT DEFLATION
         Tatsuya Yokota; RIKEN Brain Science Institute
         Andrzej Cichocki; RIKEN Brain Science Institute
 
MLSP-P4.3: ONLINE LOW-RANK TENSOR SUBSPACE TRACKING FROM INCOMPLETE DATA BY CP DECOMPOSITION USING RECURSIVE LEAST SQUARES
         Hiroyuki Kasai; The University of Electro-Communications
 
MLSP-P4.4: A PARAMETER-FREE CAUCHY-SCHWARTZ INFORMATION MEASURE FOR INDEPENDENT COMPONENT ANALYSIS
         Lei Sun; Beijing Institute of Technology
         Badong Chen; Xi'an Jiaotong University
         Kar-Ann Toh; Yonsei University
         Zhiping Lin; Nanyang Technological University
 
MLSP-P4.5: TENSOR COMPLETION VIA ADAPTIVE SAMPLING OF TENSOR FIBERS: APPLICATION TO EFFICIENT INDOOR RF FINGERPRINTING
         Xiao-Yang Liu; Shanghai Jiao Tong University
         Shuchin Aeron; Tufts University
         Vaneet Aggarwal; Purdue University
         Xiaodong Wang; Columbia University
         Min-You Wu; Shanghai Jiao Tong University
 
MLSP-P4.6: ROBUST VOLUME MINIMIZATION-BASED MATRIX FACTORIZATION VIA ALTERNATING OPTIMIZATION
         Xiao Fu; University of Minnesota
         Wing-Kin Ma; The Chinese University of Hong Kong
         Kejun Huang; University of Minnesota
         Nicholas Sidiropoulos; University of Minnesota
 
MLSP-P4.7: SPARSE PCA VIA HARD THRESHOLDING FOR BLIND SOURCE SEPARATION
         Ming-Chun Wu; National Taiwan University
         Kwang-Cheng Chen; National Taiwan University
 
MLSP-P4.8: DISCRIMINATIVE DEEP RECURRENT NEURAL NETWORKS FOR MONAURAL SPEECH SEPARATION
         Guan-Xiang Wang; National Chiao Tung University
         Chung-Chien Hsu; National Chiao Tung University
         Jen-Tzung Chien; National Chiao Tung University
 
MLSP-P4.9: RANK-ONE TENSOR INJECTION : A NOVEL METHOD FOR CANONICAL POLYADIC TENSOR DECOMPOSITION
         Anh-Huy Phan; Brain Science Institute, RIKEN
         Tichavský Petr; Institute of Information Theory and Automation
         Andrzej Cichocki; Brain Science Institute, RIKEN
 
MLSP-P4.10: COUPLED RANK-(LM, LN, ∙) BLOCK TERM DECOMPOSITION BY COUPLED BLOCK SIMULTANEOUS GENERALIZED SCHUR DECOMPOSITION
         Xiao-Feng Gong; Dalian University of Technology; Katholieke Universiteit Leuven
         Qiu-Hua Lin; Dalian University of Technology
         Otto Debals; Katholieke Universiteit Leuven
         Nico Vervliet; Katholieke Universiteit Leuven
         Lieven De Lathauwer; Katholieke Universiteit Leuven
 

ICASSP 2016 Patrons