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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