Algorithmic Aspects of Machine Learning
Principles of Digital Communication II
Lecture 13: Linear Discrimination (Cont.)
Lecture 11: Statistical Estimation
Sparse methods for machine learning: Theory and algorithms
On Recent Trends in Extremely Large-Scale Convex Optimization
Approximate Inference in Natural Language Processing
Regression-Based Latent Factor Models
Numerical Computation for Mechanical Engineers
Introduction to Machine Learning