Machine Learning

10-701/15-781, Spring 2014

Barnabas PoczosAarti Singh


Home People Lectures Recitations Homeworks Project Previous material Table of algorithms
Date Time Place Topic Handouts
Jan 22 6:00-7:00 pm 7500 Wean Hall Probability Review Slides Notes
Jan 29 6:00-7:00 pm 7500 Wean Hall Linear Algebra Review Slides
Feb 5 6:00-7:00 pm 7500 Wean Hall Convex Optimization Slides
Feb 26 6:00-7:00 pm 7500 Wean Hall Kernel Theory Slides
Mar 5 6:00-7:00 pm 7500 Wean Hall Gaussian Mixture Model and EM Slides
Mar 5 6:00-7:00 pm 7500 Wean Hall Hidden Markov Models Slides  PDF
Mar 12 6:00-7:00 pm 7500 Wean Hall Bayesian Networks Slides
Apr 16 6:00-7:00 pm 7500 Wean Hall MCMC Sampling Slides