Machine Learning · 1994 · 81 citations · 10 references
Natural SciencesDecision SciencesProbability TheoryStochastic ProcessesLaw Of Large NumbersLimit TheoremsNumerical ConvergenceProbability ConceptsWeak ConvergenceConvergence In ProbabilityConvergence Of Random VariablesHeavy-tailed Limit Theorems
10
A Stochastic Approximation Method
Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.6K citations · Full text
Neural Networks and the Bias/Variance Dilemma
Stuart Geman, Elie Bienenstock, René Doursat · Neural Computation · 1992 · 3.6K citations