Markov Chain Monte Carlo (MCMC): Metropolis-Hastings and Gibbs Sampling February 26, 2026 3 min readBayesian Statistics Monte Carlo Python
Bayesian Optimization: Fundamentals and Python Implementation February 23, 2026 7 min readMachine Learning Optimization Bayesian Statistics Python
Variational Autoencoder (VAE) March 18, 2021 4 min readBayesian Statistics Machine Learning Deep Learning
The EM Algorithm (2): Evidence Lower Bound and KL Divergence March 17, 2021 2 min readBayesian Statistics Machine Learning
Bayesian Linear Regression: From Least Squares to Bayesian Estimation January 8, 2021 4 min readBayesian Statistics Machine Learning Python