Statistics and Computing · 2015 · 20 citations · 34 references
ComputingDecision SciencesProbability TheoryStochastic ModelingStochastic ProcessesBayesian InferenceDiscrete Choice ModelsDiscrete Choice TheoryMonte Carlo MethodsStatistical InferenceVariational InferenceAdaptive Batch ControlDiscrete Choice EstimationDiscrete Choice Experiment DesignDiscrete Choice ModellingRandom Batch SizesStochastic Variational InequalitiesStochastic Variational Inference
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A Stochastic Approximation Method
Herbert Robbins, Sutton Monro · The Annals of Mathematical Statistics · 1951 · 9.6K citations · Full text
Mixed MNL models for discrete response
Daniel McFadden, Kenneth Train · Journal of Applied Econometrics · 2000 · 4.1K citations
An Introduction to Variational Methods for Graphical Models
Michael I. Jordan, Zoubin Ghahramani, Tommi Jaakkola et al. · Machine Learning · 1999 · 3.8K citations · Full text