ECE 6270: Convex Optimization
Spring 2026
Overview
Course Notes
Assignments
Introduction
Introduction to convex optimization
Examples of convex optimization problems
Unconstrained convex optimization
Convex sets and functions
Differentiable functions, convexity, and optimization
Gradient descent
Convergence analysis of gradient descent
Accelerated gradient descent: Heavy ball method and Nesterov's method