Machine Learning, Variational Inference, Bayesian Statistics, Artificial Intelligence.
“MCMC vs VI” is no longer a discussion about your favourite Roman numeral. If you share my trepidation for model performance in the face of data sparsity, or you simply suffer from anxiety uncertainty, you might be tempted into the Bayesian world. Years later at the precipice of your career (and