Summary of the SNEP algorithm

Concised summary of Stochastic Natural Gradient Expectation Propagation algorithm by Hasenclever et al.

Visualizing Measure Theory for Markov Chains

Measure-theoretic concepts underpinning the development of Markov Chains and Markov Chains Monte Carlo (MCMC) via insightful diagrams.

Logistic Regression

Rigorous summary of results and formulas concerning Bayesian Logistic Regression.