MLSP-P15: Neural Network Algorithms |
| Session Type: Poster |
| Time: Friday, 8 May, 15:15 - 17:15 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Sven Ewan Shepstone, Bang & Olufsen |
| MLSP-P15.1: EFFICIENT DECOUPLED NEURAL ARCHITECTURE SEARCH BY STRUCTURE AND OPERATION SAMPLING |
| Heung-Chang Lee; Hana Institute of Technology |
| Do-Guk Kim; Hana Institute of Technology |
| Bohyung Han; Seoul National University |
| MLSP-P15.2: WEIGHT SHARING AND DEEP LEARNING FOR SPECTRAL DATA |
| Jacob Søgaard Larsen; Technical University of Denmark |
| Line Clemmensen; Technical University of Denmark |
| MLSP-P15.3: COMPLEX TRANSFORMER: A FRAMEWORK FOR MODELING COMPLEX-VALUED SEQUENCE |
| Muqiao Yang; Carnegie Mellon University |
| Martin Q. Ma; Carnegie Mellon University |
| Dongyu Li; Carnegie Mellon University |
| Yao-Hung Hubert Tsai; Carnegie Mellon University |
| Ruslan Salakhutdinov; Carnegie Mellon University |
| MLSP-P15.4: HIGH-DIMENSIONAL NEURAL FEATURE USING RECTIFIED LINEAR UNIT AND RANDOM MATRIX INSTANCE |
| Alireza M. Javid; KTH Royal Institute of Technology |
| Arun Venkitaraman; KTH Royal Institute of Technology |
| Mikael Skoglund; KTH Royal Institute of Technology |
| Saikat Chatterjee; KTH Royal Institute of Technology |
| MLSP-P15.5: PROJECTED WEIGHT REGULARIZATION TO IMPROVE NEURAL NETWORK GENERALIZATION |
| Guoqiang Zhang; university of Technology Sydney |
| Niwa Kenta; NTT Media Intelligence Laboratories |
| W. Bastiaan Kleijn; Victoria University of Wellington |
| MLSP-P15.7: DEEP CLUSTERING FOR DOMAIN ADAPTATION |
| Boyan Gao; University of Edinburgh |
| Yongxin Yang; University of Edinburgh |
| Henry Gouk; University of Edinburgh |
| Timothy M. Hospedales; University of Edinburgh |
| MLSP-P15.8: DEEP CLUSTERING WITH CONCRETE K-MEANS |
| Boyan Gao; University of Edinburgh |
| Yongxin Yang; University of Edinburgh |
| Henry Gouk; University of Edinburgh |
| Timothy M. Hospedales; University of Edinburgh |
| MLSP-P15.9: POLARIZING FRONT ENDS FOR ROBUST CNNS |
| Can Bakiskan; University of California, Santa Barbara |
| Soorya Gopalakrishnan; University of California, Santa Barbara |
| Metehan Cekic; University of California, Santa Barbara |
| Upamanyu Madhow; University of California, Santa Barbara |
| Ramtin Pedarsani; University of California, Santa Barbara |
| MLSP-P15.10: ADAPTIVE DISTRIBUTED STOCHASTIC GRADIENT DESCENT FOR MINIMIZING DELAY IN THE PRESENCE OF STRAGGLERS |
| Serge Kas Hanna; Rutgers University |
| Rawad Bitar; Rutgers University |
| Parimal Parag; Indian Institute of Science |
| Venkat Dasari; U.S. Army Research Laboratory |
| Salim El Rouayheb; Rutgers University |
| MLSP-P15.11: A MODEL OF DOUBLE DESCENT FOR HIGH-DIMENSIONAL LOGISTIC REGRESSION |
| Zeyu Deng; University of California, Santa Barbara |
| Abla Kammoun; King Abdullah University of Science and Technology (KAUST) |
| Christos Thrampoulidis; University of California, Santa Barbara |
| MLSP-P15.12: LOCALIZED LINEAR REGRESSION IN NETWORKED DATA |
| Alexander Jung; Aalto University |
| Nguyen Tran; Aalto University |