MLSP-L7: Graph Signal Processing |
| Session Type: Lecture |
| Time: Thursday, May 16, 13:00 - 15:00 |
| Location: Ocean View |
| Session Chair: Aeron Shuchin, Tufts University |
| MLSP-L7.1: LEARNING LAPLACIAN MATRIX FROM BANDLIMITED GRAPH SIGNALS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Batiste Le Bars; Université Paris-Saclay |
| Pierre Humbert; Université Paris-Saclay |
| Laurent Oudre; Université Paris 13 |
| Argyris Kalogeratos; Université Paris-Saclay |
| MLSP-L7.2: COMMUNITY DETECTION IN SPARSE REALISTIC GRAPHS: IMPROVING THE BETHE HESSIAN |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Lorenzo Dall'Amico; GIPSA lab - University Grenoble Alpes |
| Romain Couillet; GIPSA lab - University Grenoble Alpes |
| MLSP-L7.3: MULTIVIEW CANONICAL CORRELATION ANALYSIS OVER GRAPHS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jia Chen; University of Minnesota |
| Gang Wang; University of Minnesota |
| Georgios B. Giannakis; University of Minnesota |
| MLSP-L7.4: GRAPHICAL LASSO FOR HIGH-DIMENSIONAL COMPLEX GAUSSIAN GRAPHICAL MODEL SELECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jitendra Tugnait; Auburn University |
| MLSP-L7.5: DEEPWALK-ASSISTED GRAPH PCA (DGPCA) FOR LANGUAGE NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Fenxiao Chen; University of Southern California |
| Bin Wang; University of Southern California |
| C.-C. Jay Kuo; University of Southern California |
| MLSP-L7.6: SCALABLE MUTUAL INFORMATION ESTIMATION USING DEPENDENCE GRAPHS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Morteza Noshad; University of Michigan |
| Yu Zeng; University of Michigan |
| Alfred O. Hero; University of Michigan |