Numerical Computation for Mechanical Engineers
Chordal Sparsity in Semidefinite Programming and Machine Learning
Monte Carlo Simulation for Statistical Inference, Model Selection and Decision Making
Numerical Computation for Mechanical Engineers
Learning Good Edit Similarities with Generalization Guarantees
Calculus Online Textbook
An Asynchronous Distributed Proximal Gradient Method for Composite Convex Optimization
Lecture 12: Recap: 'Difference Of Convex' Programming
Fast Kronecker Inference in Gaussian Processes with non-Gaussian Likelihoods
Optimization in Machine Learning: Recent Developments and Current Challenges