Generative Filtering for Recursive Bayesian Inference with Streaming Data

Ian Taylor, Andee Kaplan, Brenda Betancourt

In the streaming data setting, where data arrive continuously or in frequent batches and there is no pre-determined amount of total data, Bayesian models can employ recursive updat…