BD-L1: Signal Processing Methods for Big Data |
| Session Type: Lecture |
| Time: Thursday, May 16, 18:00 - 20:00 |
| Location: Syndicate 1 |
| Session Chair: Alejandro Ribeiro, University of Pennsylvania |
| BD-L1.1: MEDIAN ACTIVATION FUNCTIONS FOR GRAPH NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Luana Ruiz; University of Pennsylvania |
| Fernando Gama; University of Pennsylvania |
| Antonio G. Marques; Universidad Rey Juan Carlos |
| Alejandro Ribeiro; University of Pennsylvania |
| BD-L1.2: IMPROVED ESTIMATION OF THE DISTANCE BETWEEN COVARIANCE MATRICES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Malik Tiomoko; University of Paris Saclay |
| Romain Couillet; Gipsa-Lab/ Centrale-Supélec |
| Eric Moisan; Gipsa-Lab |
| Steeve Zozor; Gipsa-Lab |
| BD-L1.3: FAST AND COMMUNICATION-EFFICIENT DISTRIBUTED PCA |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Arpita Gang; Rutgers University |
| Haroon Raja; Rutgers University |
| Waheed U. Bajwa; Rutgers University |
| BD-L1.4: SPARSE SUBSPACE CLUSTERING FOR EVOLVING DATA STREAMS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jinping Sui; College of Electronic Science, National University of Defense Technology |
| Zhen Liu; National University of Defense Technology |
| Li Liu; National University of Defense Technology |
| Alexander Jung; Aalto University |
| Tianpeng Liu; National University of Defense Technology |
| Bo Peng; National University of Defense Technology |
| Xiang Li; National University of Defense Technology |
| BD-L1.5: PLIABLE DATA SHUFFLING FOR ON-DEVICE DISTRIBUTED LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tao Jiang; ShanghaiTech University |
| Kai Yang; ShanghaiTech University |
| Yuanming Shi; ShanghaiTech University |
| BD-L1.6: FROM GENE EXPRESSION TO DRUG RESPONSE: A COLLABORATIVE FILTERING APPROACH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Cheng Qian; University of Virginia |
| Nicholas D. Sidiropoulos; University of Virginia |
| Magda Amiridi; University of Virginia |
| Amin Emad; McGill University |