About this document

Cs 373 Cheat Sheet 2 by mukundvvenkatesh is a document available to read on EtoBox.

The document discusses various machine learning concepts including Expectation-Maximization (EM), Gaussian Mixture Models (GMMs), and ensemble methods like AdaBoost. It covers computational flows for clustering algorithms, continuous optimization techniques, and dimensionality reduction methods such as PCA and ICA. Additionally, it addresses modern deep learning architectures like Graph Neural Networks and Transformers, along with considerations for fairness and bias in machine learning.

Author

mukundvvenkatesh

Language

EN