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Are Tensor Decomposition Solutions Unique? On the Global Convergence HOSVD and ParaFac Algorithms.

, , and . PAKDD (1), volume 6634 of Lecture Notes in Computer Science, page 148-159. Springer, (2011)

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Cauchy Graph Embedding., , , and . ICML, page 553-560. Omnipress, (2011)Robust Principal Component Analysis with Non-Greedy l1-Norm Maximization., , , , and . IJCAI, page 1433-1438. IJCAI/AAAI, (2011)Improved MinMax Cut Graph Clustering with Nonnegative Relaxation., , , and . ECML/PKDD (2), volume 6322 of Lecture Notes in Computer Science, page 451-466. Springer, (2010)Predicting Protein-Protein Interactions from Multimodal Biological Data Sources via Nonnegative Matrix Tri-Factorization., , , and . J. Comput. Biol., 20 (4): 344-358 (2013)On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing., , and . Comput. Stat. Data Anal., 52 (8): 3913-3927 (2008)On the use of the singular value decomposition for text retrieval, , and . page 145--156. Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, (2001)Collaborative Filtering: Weighted Nonnegative Matrix Factorization Incorporating User and Item Graphs., , and . SDM, page 199-210. SIAM, (2010)Consensus group stable feature selection., , and . KDD, page 567-576. ACM, (2009)Directed Graph Learning via High-Order Co-linkage Analysis., , and . ECML/PKDD (3), volume 6323 of Lecture Notes in Computer Science, page 451-466. Springer, (2010)Robust Integrated Locally Linear Embedding., , , , and . CCBR, volume 7701 of Lecture Notes in Computer Science, page 364-371. Springer, (2012)