Early Stopping as Nonparametric Variational Inference.
David DuvenaudDougal MaclaurinRyan P. AdamsPublished in: AISTATS (2016)
Keyphrases
- early stopping
- variational inference
- bayesian inference
- topic models
- mixture model
- posterior distribution
- probabilistic graphical models
- latent dirichlet allocation
- probabilistic model
- gaussian process
- variational methods
- closed form
- exponential family
- density estimation
- support vector machine
- hyperparameters
- active learning
- approximate inference
- graphical models
- text mining
- parameter estimation
- markov chain
- latent variables
- prior information
- least squares
- expectation maximization
- generative model