Mini-batch learning of exponential family finite mixture models
Hien D. Nguyen, Florence Forbes, Geoffrey J. McLachlan
Topics & Concepts
MNIST databaseExpectation–maximization algorithmExponential familyComputer scienceConvergence (economics)Batch processingMixture modelSet (abstract data type)Exponential functionMathematical optimizationMaximizationScheme (mathematics)AlgorithmMathematicsMaximum likelihoodArtificial intelligenceMachine learningArtificial neural networkStatisticsEconomicsEconomic growthMathematical analysisProgramming languageBayesian Methods and Mixture ModelsMachine Learning and AlgorithmsStatistical Methods and Inference