William Burke

Comparison-Of-Optimization-Algorithms Algorithms compared:

Proximal Gradient Descent Accelerated Proximal Gradient Descent Coordinate Descent Alternating Direction Method of Multipliers (ADMM)

Output will be in the form of a plot comparing convergence.