Stochastic Gradient Descent with Noise of Machine Learning Type Part I: Discrete Time Analysis
Stephan Wojtowytsch
Topics & Concepts
Stochastic gradient descentInitializationMaxima and minimaNoise (video)Mathematical optimizationEnergy (signal processing)Function (biology)MathematicsGradient descentConvergence (economics)Artificial intelligenceApplied mathematicsComputer scienceArtificial neural networkMathematical analysisStatisticsEconomicsBiologyEconomic growthEvolutionary biologyImage (mathematics)Programming languageStochastic Gradient Optimization TechniquesMarkov Chains and Monte Carlo MethodsMathematical Approximation and Integration