Periodic Reporting for period 1 - BigBayesUQ (The missing mathematical story of Bayesian uncertainty quantification for big data)

Recent years have seen a rapid increase in available information. This has created an urgent need for fast statistical and machine learning methods that can scale up to big data sets. Standard approaches, including the now routinely used Bayesian methods, are becoming...