Curse of dimensionality and dimensionality reduction strategies

June 18, 2023

Explaining the catchy term curse of dimensionality through higher-dimensional geometry. Also explaining dimensionality reduction concepts, including feature selection and feature extraction (PCA, kernel PCA) in front of the final-year undergraduate student at HSTU . The professor gave me the opportunity to give a lecture on the above topics in the Machine Learning and Pattern Recognition course.