Technical Program

SS-L7: Nonlinear Inverse Problems and Matrix Factorization

Session Type: Lecture
Time: Thursday, May 16, 15:30 - 17:30
Location: Syndicate 2
Session Chairs: Yuejie Chi, Carnegie Mellon, Gongguo Tang, Colorado School of Mines and Wei Dai, Imperial College London
 
SS-L7.1: PROVABLE MEMORY-EFFICIENT ONLINE ROBUST MATRIX COMPLETION
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Praneeth Narayanamurthy; Iowa State University
         Vahid Daneshpajooh; Iowa State University
         Namrata Vaswani; Iowa State University
 
SS-L7.2: BILINEAR DICTIONARY UPDATE VIA LINEAR LEAST SQUARES
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Qi Yu; National University of Defense Technology
         Wei Dai; Imperial College London
         Zoran Cvetkovic; King's College London
         Jubo Zhu; National University of Defense Technology
 
SS-L7.3: THE GEOMETRY OF EQUALITY-CONSTRAINED GLOBAL CONSENSUS PROBLEMS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Qiuwei Li; Colorado School of Mines
         Zhihui Zhu; Colorado School of Mines
         Gongguo Tang; Colorado School of Mines
         Michael Wakin; Colorado School of Mines
 
SS-L7.4: DIFFERENTIALLY PRIVATE COMPRESSIVE K-MEANS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Vincent Schellekens; ICTEAM/ELEN, UCLouvain
         Antoine Chatalic; Univ. Rennes, Inria, CNRS, IRISA
         Florimond Houssiau; Imperial College London
         Yves-Alexandre de Montjoye; Imperial College London
         Laurent Jacques; ICTEAM/ELEN, UCLouvain
         RĂ©mi Gribonval; Univ. Rennes, Inria, CNRS, IRISA
 
SS-L7.5: A MODIFIED FRANK-WOLFE ALGORITHM FOR TENSOR FACTORIZATION WITH UNIMODAL SIGNALS
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Junting Chen; The Chinese University of Hong Kong, Shenzhen
         Urbashi Mitra; University of Southern California
 
SS-L7.6: MULTICHANNEL SPARSE BLIND DECONVOLUTION ON THE SPHERE
Manuscript Link:  Click here to view manuscript on IEEE Xplore
         Yanjun Li; University of Illinois at Urbana-Champaign
         Yoram Bresler; University of Illinois at Urbana-Champaign