Lecture 18: Duality Theory I
Learning with Submodular Functions: A Convex Optimization Perspective
Regularization Paths and Coordinate Descent
Online Search and Advertising, Future and Present
Talk to me in plain English, please! Explorations in Data-driven Text Simplification
Optimization in Learning and Data Analysis
Factorial Switching Kalman Filters for Condition Monitoring in Neonatal Intensive Care
Convex and Combinatorial Optimization for Dynamic Robots in the Real World
Convex Analysis and Optimization
Matrix Completion via Convex Optimization: Theory and Algorithms