SDM15 - CP8-1 Low Rank Representation on Riemannian Manifold of Symmetric Positive Definite Matrices Presentation: Yifan Fu, 14 min 38 sec
SDM15 - CP8-1 Low Rank Representation on Riemannian Manifold of Symmetric Positive Definite Matrices (PDF) Document: View PDF Handout
SDM15 - CP8-3 Convex Matrix Completion: A Trace-Ball Optimization Perspective Presentation: Guangxiang Zeng, 13 min 45 sec
SDM15 - CP8-3 Convex Matrix Completion: A Trace-Ball Optimization Perspective (PDF) Document: View PDF Handout
SDM15 - CP8-4 Near-separable Non-negative Matrix Factorization with l1- and Bregman Loss Functions Presentation: Kush Varshney, IBM TJ Watson Research Center, USA, 18 min 34 sec
SDM15 - CP8-4 Near-separable Non-negative Matrix Factorization with l1- and Bregman Loss Functions (PDF) Document: View PDF Handout
SDM15 - CP8-5 Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization Presentation: Huayu Li, University of North Carolina, Charlotte, USA, 20 min 16 sec
SDM15 - CP8-5 Personalized TV Recommendation with Mixture Probabilistic Matrix Factorization (PDF) Document: View PDF Handout