SPTM-L3: Convex Optimization |
| Session Type: Lecture |
| Time: Wednesday, May 15, 16:00 - 18:00 |
| Location: Syndicate 2 |
| Session Chairs: Faramarz Fekri, Georgia Institute of Technology and Ivan Selesnick, New York University |
| SPTM-L3.1: ANALYSIS OF SPARSE-INTEGER MEASUREMENT MATRICES IN COMPRESSIVE SENSING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hang Zhang; Georgia Institute of Technology |
| Afshin Abdi; Georgia Institute of Technology |
| Faramarz Fekri; Georgia Institute of Technology |
| SPTM-L3.2: NONLINEAR ACCELERATION OF CONSTRAINED OPTIMIZATION ALGORITHMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Vien V. Mai; KTH Royal Institute of Technology |
| Mikael Johansson; KTH Royal Institute of Technology |
| SPTM-L3.3: SHARPENING SPARSE REGULARIZERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Abdullah Al-Shabili; Student/New York University |
| Ivan Selesnick; Professor/New York University |
| SPTM-L3.4: PERFORMANCE ANALYSIS OF DISCRETE-VALUED VECTOR RECONSTRUCTION BASED ON BOX-CONSTRAINED SUM OF L1 REGULARIZERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ryo Hayakawa; Kyoto University |
| Kazunori Hayashi; Osaka City University |
| SPTM-L3.5: CONVEXITY-EDGE-PRESERVING SIGNAL RECOVERY WITH LINEARLY INVOLVED GENERALIZED MINIMAX CONCAVE PENALTY FUNCTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jiro Abe; Tokyo Institute of Technology |
| Masao Yamagishi; Tokyo Institute of Technology |
| Isao Yamada; Tokyo Institute of Technology |
| SPTM-L3.6: CONVEX RELAXATIONS OF CONVOLUTIONAL NEURAL NETS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Burak Bartan; Stanford University |
| Mert Pilanci; Stanford University |