Pattern Analysis over Graphs, and Bioinformatics Applications
Linear Algebra and Machine Learning of Large Informatics Graphs
Computer Vision
Submodular Function Minimization
Introduction to Kernel Methods
Lecture 14: Methods (Truncated Newton Method)
Mathematics of Machine Learning
A Personal Journey: From Signals and Systems to Graphical Models
Optimization in Learning and Data Analysis
Data Mining