Popular GitHub Repositories for Expectation Maximization

Bayesian Methods for Machine Learning

Animated Visualizations of Popular Machine Learning Algorithms

Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

Learning Diffusion Priors from Observations by Expectation Maximization

variational Bayesian algorithm for Brain MR image Segmentation

This repository is for the ICML'24 paper: "Unveiling the Cycloid Trajectory of EM Iterations in Mixed Linear Regression"

A collection of the assignments in the course advanced machine learning

We explore and implement LDA in order to estimate topics on various datasets (text documents).