Optimization Algorithms in Support Vector Machines
Optimization in Machine Learning: Recent Developments and Current Challenges
Optimization Algorithms in Machine Learning
Tools and Techniques for Sparse Optimization and Beyond
High-Dimensional Statistics
Optimization in Learning and Data Analysis
Learning with Submodular Functions: A Convex Optimization Perspective
Lecture 12: Recap: 'Difference Of Convex' Programming
Lecture 10: Applications Section Of The Course
Convex Optimization with Abstract Linear Operators