Alternating maximization: unifying framework for 8 sparse PCA formulations and efficient parallel codes
Peter Richtárik, Majid Jahani, Selin Damla Ahipaşaoğlu, Martin Takáč
Topics & Concepts
Code (set theory)Computer scienceMaximizationConstraint (computer-aided design)Set (abstract data type)Variance (accounting)ImplementationMultivariate statisticsPrincipal component analysisAlgorithmParallel computingMathematical optimizationMathematicsArtificial intelligenceMachine learningGeometryAccountingProgramming languageBusinessSparse and Compressive Sensing TechniquesAdvanced Statistical Methods and ModelsBlind Source Separation Techniques