2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

MLSP-18: Matrix Factorization and Applications

Session Type: Poster
Time: Wednesday, 9 June, 14:00 - 14:45
Location: Gather.Town
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