Bayesian methods for adaptive models

John J. Hopfield استاد راهنما

multi-layer perceptron , hyperparameters , Prediction , NEURAL NETWORKS , Laplaces method , regularization , Supervised learning , Hypothesis testing , marginal likelihood , EVIDENCE , model comparison , Regression , Active Learning , Classification , Interpolation , Occams razor , complexity control