https://gaoithee.github.io/saracandussio.github.io/teaching/TeachingHugo Blox Builder (https://hugoblox.com)en-usSat, 01 Mar 2025 00:00:00 +0000https://gaoithee.github.io/saracandussio.github.io/media/icon_hu7729264130191091259.pnghttps://gaoithee.github.io/saracandussio.github.io/teaching/https://gaoithee.github.io/saracandussio.github.io/teaching/probabilistic-ml/Sat, 01 Mar 2025 00:00:00 +0000https://gaoithee.github.io/saracandussio.github.io/teaching/probabilistic-ml/<p>Teaching assistant for the <strong>Probabilistic Machine Learning</strong> MSc course at the University of Trieste (Spring 2025).</p> <p>Topics covered: ERM, PAC learnability, Probabilistic Graphical Models, Hidden Markov Models, Bayesian Classification and Regression, Sampling‑based Inference, Expectation‑Maximization, Variational Inference, Generative Modeling (VAEs, Diffusion Models), Gaussian Processes.</p>