Technical Program

SPTM-P15: Optimization Methods II

Session Type: Poster
Time: Thursday, March 9, 13:30 - 15:30
Location: Churchill: Poster Area F
Session Chair: Peter Schreier, Paderborn University, Germany
 
SPTM-P15.1: NON-CONVEX SHREDDED SIGNAL RECONSTRUCTION VIA SPARSITY ENHANCEMENT
         Arindam Bose; University of Illinois at Chicago
         Mojtaba Soltanalian; University of Illinois at Chicago
 
SPTM-P15.2: A DOUBLE INCREMENTAL AGGREGATED GRADIENT METHOD WITH LINEAR CONVERGENCE RATE FOR LARGE-SCALE OPTIMIZATION
         Aryan Mokhtari; University of Pennsylvania
         Mert Gurbuzbalaban; Rutgers, The State University of New Jersey
         Alejandro Ribeiro; University of Pennsylvania
 
SPTM-P15.3: LARGE-SCALE NONCONVEX STOCHASTIC OPTIMIZATION BY DOUBLY STOCHASTIC SUCCESSIVE CONVEX APPROXIMATION
         Aryan Mokhtari; University of Pennsylvania
         Alec Koppel; University of Pennsylvania
         Gesualdo Scutari; Purdue University
         Alejandro Ribeiro; University of Pennsylvania
 
SPTM-P15.4: ASYNCHRONOUS PARALLEL NONCONVEX LARGE-SCALE OPTIMIZATION
         Loris Cannelli; Purdue University
         Francisco Facchinei; University of Rome, La Sapienza
         Vyacheslav Kungurtsev; Czech Technical University in Prague
         Gesualdo Scutari; Purdue University
 
SPTM-P15.5: ACCELERATING THE HYBRID STEEPEST DESCENT METHOD FOR AFFINELY CONSTRAINED CONVEX COMPOSITE MINIMIZATION TASKS
         Konstantinos Slavakis; University at Buffalo, The State University of New York
         Isao Yamada; Tokyo Institute of Technology
         Shunsuke Ono; Tokyo Institute of Technology
 
SPTM-P15.6: KACZMARZ METHOD FOR SOLVING QUADRATIC EQUATIONS
         Yuejie Chi; The Ohio State University
         Yue M. Lu; Harvard University
 
SPTM-P15.7: CONVERGENCE RATES OF INERTIAL SPLITTING SCHEMES FOR NONCONVEX COMPOSITE OPTIMIZATION
         Patrick Johnstone; University of Illinois
         Pierre Moulin; University of Illinois
 
SPTM-P15.8: A SPARSE CCA ALGORITHM WITH APPLICATION TO MODEL-ORDER SELECTION FOR SMALL SAMPLE SUPPORT
         Christian Lameiro; Universit├Ąt Paderborn
         Peter J. Schreier; Universit├Ąt Paderborn
 
SPTM-P15.9: COALITIONAL GAME THEORETIC OPTIMIZATION OF ELECTRICITY COST FOR COMMUNITIES OF SMART HOUSEHOLDS
         Adriana Chis; Aalto University
         Jarmo Lunden; Aalto University
         Visa Koivunen; Aalto University
 
SPTM-P15.10: SQUARE-ROOT LASSO WITH NONCONVEX REGULARIZATION: AN ADMM APPROACH
         Xinyue Shen; Tsinghua University
         Laming Chen; Tsinghua University
         Yuantao Gu; Tsinghua University
         Hing Cheung So; City University of Hong Kong