Computing Sparse Jacobians and Hessians Using Algorithmic Differentiation

Bradley M. Bell, Kasper Kristensen

Stochastic scientific models and machine learning optimization estimators have a large number of variables; hence computing large sparse Jacobians and Hessians is important. Algori…