Metric Learning to Accelerate Convergence of Operator Splitting Methods for Differentiable Parametric Programming

Ethan King, James Kotary, Ferdinando Fioretto +1

Recent work has shown a variety of ways in which machine learning can be used to accelerate the solution of constrained optimization problems. Increasing demand for real-time decis…