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Summary of the SNEP algorithm

Concised summary of Stochastic Natural Gradient Expectation Propagation algorithm by Hasenclever et al.
Last updated on Mar 19, 2020 4 min read paper-summaries, expectation-propagation

Visualizing Measure Theory for Markov Chains

Measure-theoretic concepts underpinning the development of Markov Chains and Markov Chains Monte Carlo (MCMC) via insightful diagrams.
Last updated on May 6, 2021 7 min read visualization, mcmc, markov-chains, markov-chain-monte-carlo, measure-theory

Logistic Regression

Rigorous summary of results and formulas concerning Bayesian Logistic Regression.
Last updated on Mar 9, 2020 11 min read classification