MLSP-L8: Tensor-based Signal Processing |
| Session Type: Lecture |
| Time: Thursday, 7 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Kejun Huang, University of Florida |
| MLSP-L8.1: ONLINE TENSOR COMPLETION AND FREE SUBMODULE TRACKING WITH THE T-SVD |
| Kyle Gilman; University of Michigan |
| Laura Balzano; University of Michigan |
| MLSP-L8.2: EXPLOITING COMMUTATIVITY CONDITION FOR CP DECOMPOSITION VIA APPROXIMATE SIMULTANEOUS DIAGONALIZATION |
| Riku Akema; Tokyo Institute of Technology |
| Masao Yamagishi; Tokyo Institute of Technology |
| Isao Yamada; Tokyo Institute of Technology |
| MLSP-L8.3: A NOVEL RANK SELECTION SCHEME IN TENSOR RING DECOMPOSITION BASED ON REINFORCEMENT LEARNING FOR DEEP NEURAL NETWORKS |
| Zhiyu Cheng; Baidu USA |
| Baopu Li; Baidu USA |
| Yanwen Fan; Baidu |
| Yingze Bao; Baidu USA |
| MLSP-L8.4: SENSITIVITY IN TENSOR DECOMPOSITION |
| Petr Tichavsky; Academy of Sciences of the Czech Republic |
| Anh-Huy Phan; Skolkovo Institute of Science and Technology (Skoltech) |
| Andrzej Cichocki; Skolkovo Institute of Science and Technology (Skoltech) |
| MLSP-L8.5: ESTIMATING STRUCTURAL MISSING VALUES VIA LOW-TUBAL-RANK TENSOR COMPLETION |
| Hailin Wang; Southwest University |
| Feng Zhang; Southwest University |
| Jianjun Wang; Southwest University |
| Yao Wang; Xi'an Jiaotong University |
| MLSP-L8.6: LOW-TUBAL-RANK TENSOR RECOVERY FROM ONE-BIT MEASUREMENTS |
| Jingyao Hou; Southwest University |
| Feng Zhang; Southwest University |
| Yao Wang; Xi'an Jiaotong University |
| Jianjun Wang; Southwest University |