Hidden Markov Model: Review
A full review on HMM-DiagGaussian, incl. Baum-Welch (and relevant proof of recursive computation), Viterbi and Param Optimization. Basic GMMs added.
Optimization | Convexity & Smoothness
What I’ve learned from 10-725: Convex Optimization @ CMU, Fall 2022 (under construction).