D-optimal Bayesian Interrogation for Parameter and Noise Identification of Recurrent Neural Networks

Barnabas Poczos, Andras Lorincz

We introduce a novel online Bayesian method for the identification of a family of noisy recurrent neural networks (RNNs). We develop Bayesian active learning technique in order to…