Bipartite graph regularized robust low-rank matrix factorization for fast semi-supervised image clustering
Nan Zhou, Wenjun Luo, Zezhong Wu, Yuanhua Du, Kaibo Shi, Badong Chen
Topics & Concepts
Computer scienceCoordinate descentBipartite graphComputational complexity theoryAlgorithmConvergence (economics)Cluster analysisGraphMatrix decompositionImage (mathematics)Iterative methodRepresentation (politics)Non-negative matrix factorizationSimilarity measureMatrix (chemical analysis)FidelityBlock (permutation group theory)Time complexityMinificationExponential functionIterative reconstructionImage processingFactorizationSimilarity (geometry)Artificial intelligenceMathematical optimizationRegularization (linguistics)Measure (data warehouse)Pattern recognition (psychology)Conjugate gradient methodSparse matrixFace and Expression RecognitionSparse and Compressive Sensing TechniquesAdvanced Clustering Algorithms Research