2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
MLSP-18: Matrix Factorization and Applications |
| Session Type: Poster |
| Time: Wednesday, 9 June, 14:00 - 14:45 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chair: Jing Liu, University of Illinois |
| MLSP-18.1: GENERALIZED POLYTOPIC MATRIX FACTORIZATION |
| Gokcan Tatli; Koc University |
| Alper T. Erdogan; Koc University |
| MLSP-18.2: EXACT LINEAR CONVERGENCE RATE ANALYSIS FOR LOW-RANK SYMMETRIC MATRIX COMPLETION VIA GRADIENT DESCENT |
| Trung Vu; Oregon State University |
| Raviv Raich; Oregon State University |
| MLSP-18.3: STRUCTURED SUPPORT EXPLORATION FOR MULTILAYER SPARSE MATRIX FACTORIZATION |
| Quoc-Tung Le; Ecole Normale Supérieure de Lyon |
| Rémi Gribonval; Ecole Normale Supérieure de Lyon |
| MLSP-18.4: OPTIMAL SELECTION OF MATRIX SHAPE AND DECOMPOSITION SCHEME FOR NEURAL NETWORK COMPRESSION |
| Yerlan Idelbayev; University of California, Merced |
| Miguel Á. Carreira-Perpiñán; University of California, Merced |
| MLSP-18.5: SPARSE GRAPH BASED SKETCHING FOR FAST NUMERICAL LINEAR ALGEBRA |
| Dong Hu; Rensselaer Polytechnic Institute |
| Shashanka Ubaru; IBM |
| Alex Gittens; Rensselaer Polytechnic Institute |
| Kenneth Clarkson; IBM |
| Lior Horesh; IBM |
| Vassilis Kalantzis; IBM |
| MLSP-18.6: COLD START REVISITED: A DEEP HYBRID RECOMMENDER WITH COLD-WARM ITEM HARMONIZATION |
| Oren Barkan; Microsoft |
| Roy Hirsch; Microsoft |
| Ori Katz; Microsoft |
| Avi Caciularu; Microsoft |
| Yoni Weill; Microsoft |
| Noam Koenigstein; Microsoft |