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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| 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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nicola Bastianello; University of Padova |
| Andrea Simonetto; IBM Research Ireland |
| Ruggero Carli; University of Padova |
| SPTM-P13.3: OPTIMAL TRILATERATION IS AN EIGENVALUE PROBLEM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| 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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Aritra Konar; University of Virginia |
| Nicholas D. Sidiropoulos; University of Virginia |
| SPTM-P13.5: SOLVING COMPLEX QUADRATIC EQUATIONS WITH FULL-RANK RANDOM GAUSSIAN MATRICES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| 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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| 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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| 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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| 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 |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shuhao Xia; ShanghaiTech University |
| Yuanming Shi; ShanghaiTech University |