Abstract: Bayesian inference provides a methodology for parameter estimation and uncertainty quantification in machine learning and deep learning methods. Variational inference and Markov Chain ...

CMU’s learning initiatives are shaped by research on how people learn, rather than by any single discipline. That approach ...