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A Modified Stochastic Gradient Descent Optimization Algorithm With Random Learning Rate for Machine Learning and Deep Learning

Duk-Sun Shim, Joseph Shim

2023International Journal of Control Automation and Systems12 citationsDOI

Topics & Concepts

MNIST databaseStochastic gradient descentOnline machine learningAlgorithmComputer scienceArtificial intelligenceGradient descentRate of convergencePopulation-based incremental learningMachine learningConvergence (economics)Wake-sleep algorithmDeep learningFunction (biology)Mathematical optimizationActive learning (machine learning)MathematicsUnsupervised learningArtificial neural networkChannel (broadcasting)BiologyGeneralization errorComputer networkGenetic algorithmEconomicsEconomic growthEvolutionary biologyAdvanced Neural Network ApplicationsMachine Learning and ELMStochastic Gradient Optimization Techniques
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