Technology, Artificial Intelligence, Machine Learning, Data Science, Deep Learning.
Sakaya, Arto Klami Abstract: Bayesian models quantify uncertainty and facilitate optimal decision-making in downstream applications. For most models, however, practitioners are forced to use approximate inference techniques that lead to sub-optimal decisions due to incorrect posterior predictive