SPTM-P13: Optimization Tools |
Session Type: Poster |
Time: Friday, May 17, 16:00 - 18:00 |
Location: Poster Area I, East Bar, First Floor |
Session Chair: Xue Jiang, Shanghai Jiao Tong University
|
|
SPTM-P13.1: CLUSTERING BY ORTHOGONAL NON-NEGATIVE MATRIX FACTORIZATION: A SEQUENTIAL NON-CONVEX PENALTY APPROACH |
Shuai Wang; The Chinese University of Hong Kong, Shenzhen |
Tsung-Hui Chang; The Chinese University of Hong Kong, Shenzhen |
Ying Cui; University of Southern California |
Jong-Shi Pang; University of Southern California |
|
SPTM-P13.2: PREDICTION-CORRECTION FOR NONSMOOTH TIME-VARYING OPTIMIZATION VIA FORWARD-BACKWARD ENVELOPES |
Nicola Bastianello; University of Padova |
Andrea Simonetto; IBM Research Ireland |
Ruggero Carli; University of Padova |
|
SPTM-P13.3: OPTIMAL TRILATERATION IS AN EIGENVALUE PROBLEM |
Martin Larsson; Lund University |
Viktor Larsson; ETH Zurich |
Kalle Åström; Lund University |
Magnus Oskarsson; Lund University |
|
SPTM-P13.4: FAST OPTIMIZATION OF BOOLEAN QUADRATIC FUNCTIONS VIA ITERATIVE SUBMODULAR APPROXIMATION AND MAX-FLOW |
Aritra Konar; University of Virginia |
Nicholas D. Sidiropoulos; University of Virginia |
|
SPTM-P13.5: SOLVING COMPLEX QUADRATIC EQUATIONS WITH FULL-RANK RANDOM GAUSSIAN MATRICES |
Shuai Huang; University of Illinois at Urbana-Champaign |
Sidharth Gupta; University of Illinois at Urbana-Champaign |
Ivan Dokmanić; University of Illinois at Urbana-Champaign |
|
SPTM-P13.6: SPECTRALLY CONSTRAINED UNIMODULAR SEQUENCE DESIGN WITHOUT SPECTRAL LEVEL MASK |
Yang Jing; Northwestern Polytechnical University |
Junli Liang; Northwestern Polytechnical University |
Deyun Zhou; Northwestern Polytechnical University |
Hing Cheung So; City University of Hong Kong |
|
SPTM-P13.7: HOW TO GLOBALLY SOLVE NON-CONVEX OPTIMIZATION PROBLEMS INVOLVING AN APPROXIMATE L0 PENALIZATION |
Arthur Marmin; CentraleSupélec, INRIA, Université Paris-Saclay |
Marc Castella; Télécom SudParis, CNRS, Université Paris-Saclay |
Jean-Christophe Pesquet; CentraleSupélec, INRIA, Université Paris-Saclay |
|
SPTM-P13.8: LAYER-WISE DEEP NEURAL NETWORK PRUNING VIA ITERATIVELY REWEIGHTED OPTIMIZATION |
Tao Jiang; ShanghaiTech University |
Xiangyu Yang; ShanghaiTech University |
Yuanming Shi; ShanghaiTech University |
Hao Wang; ShanghaiTech University |
|
SPTM-P13.9: ONE-DIMENSIONAL EDGE-PRESERVING SPLINE SMOOTHING FOR ESTIMATION OF PIECEWISE SMOOTH FUNCTIONS |
Daichi Kitahara; Ritsumeikan University |
Laurent Condat; Université Grenoble Alpes |
Akira Hirabayashi; Ritsumeikan University |
|
SPTM-P13.10: LEARNING SHALLOW NEURAL NETWORKS VIA PROVABLE GRADIENT DESCENT WITH RANDOM INITIALIZATION |
Shuhao Xia; ShanghaiTech University |
Yuanming Shi; ShanghaiTech University |
|