Craving a delicious steak? 🥩 Here's an in-depth #Ribeye tutorial for you! First, get your cast iron smoking hot 🔥. Make sure your bone-in ribeye is at room temperature – let it sit out for at least ...

Baal is an active learning library that supports both industrial applications and research usecases. Read the documentation at https://baal.readthedocs.io. Our paper can be read on arXiv. It includes ...

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

The Bayesian approach to statistical inference and other data analysis tasks gets its name from Bayes’s theorem (BT). BT specifies that a posterior probability for a hypothesis concerning a data ...

The Sargent Centre is delighted to announce we are hosting our third edition summer school, on the topic of Data-driven optimisation: Bayesian optimisation. The school will consist of preliminary ...

Simulation is an indispensable tool in both engineering and the sciences. In simulation-based modeling, a parametric simulator is adopted as a mechanistic model of a physical system. The problem of ...