The course sets up the foundations and covers the basic algorithms covered in probabilistic machine learning. Several techniques that are probabilistic in nature are introduced and standard topics are ...

Saria, part of Business Insider's 2024 AI Power List, directs the machine learning and healthcare lab at Johns Hopkins University and is the founder and CEO of the AI startup Bayesian Health.

The research themes of the Department cover machine learning and algorithms, computer networks and distributed ... and experience with Bayesian machine learning methods (e.g., Gaussian processes, ...

The course sets up the foundations and covers the basic algorithms covered in probabilistic machine learning. Several techniques that are probabilistic in nature are introduced and standard topics are ...