Expectation propagation in linear regression models
Research training, Heriot-Watt University, School of Engineering and Physical Sciences, from 2021-09 to
Learn the basics of variational methods, including VB (MFVB and FFVB) and EP (parallel EP, AEP, SEP and α-EP) methods. Compare different variational methods in linear regression model. Explore the algorithm design with different problem-specific convariance constraints.