On the Nonconvexity of Push-Forward Constraints and Its Consequences in Machine Learning

Lucas de Lara, Mathis Deronzier, Alberto González-Sanz +1

The push-forward operation enables one to redistribute a probability measure through a deterministic map. It plays a key role in statistics and optimization: many learning problems…