SS-L15: Signal Processing for Big Data |
| Session Type: Lecture |
| Time: Friday, May 17, 08:30 - 10:30 |
| Location: Auditorium 1 |
| Session Chairs: Qing Ling , Sun Yat-Sen University and Zhi Tian, George Mason University |
| SS-L15.1: LATENT HETEROGENEOUS MULTILAYER COMMUNITY DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hafiz Tiomoko Ali; Huawei Noah's Ark Lab |
| Sijia Liu; Massachusetts Institute of Technology-IBM Watson AI Lab |
| Yasin Yilmaz; University of South Florida |
| Romain Couillet; University of Grenoble-Alpes |
| Indika Rajapakse; University of Michigan |
| Alfred O. Hero; University of Michigan |
| SS-L15.2: GLOBALLY CONVERGENT ACCELERATED PROXIMAL ALTERNATING MAXIMIZATION METHOD FOR L1-PRINCIPAL COMPONENT ANALYSIS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Peng Wang; The Chinese University of Hong Kong |
| Huikang Liu; The Chinese University of Hong Kong |
| Anthony Man-Cho So; The Chinese University of Hong Kong |
| SS-L15.3: SUPPORT TENSOR MACHINE FOR FINANCIAL FORECASTING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Giuseppe G. Calvi; Imperial College London |
| Vladimir Lucic; Macquarie Bank |
| Danilo P. Mandic; Imperial College London |
| SS-L15.4: A RECURRENT GRAPH NEURAL NETWORK FOR MULTI-RELATIONAL DATA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Vassilis N. Ioannidis; University of Minnesota |
| Antonio G. Marques; King Juan Carlos University |
| Georgios B. Giannakis; University of Minnesota |
| SS-L15.5: SAFETY IN THE FACE OF UNKNOWN UNKNOWNS: ALGORITHM FUSION IN DATA-DRIVEN ENGINEERING SYSTEMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Nina Kshetry; Ensaras, Inc. |
| Lav Varshney; University of Illinois at Urbana-Champaign |
| SS-L15.6: BYZANTINE-RESILIENT DISTRIBUTED LARGE-SCALE MATRIX COMPLETION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Feng Lin; Sun Yat-Sen University |
| Qing Ling; Sun Yat-Sen University |
| Zhiwei Xiong; University of Science and Technology of China |