Neural Slack Variables for Shape Constraints

Ruben Wiedemann, Antoine Jacquier, Lukas Gonon

Enforcing functional inequality constraints such as monotonicity and convexity in neural networks is a fundamental challenge in many industrial and scientific applications. Classic…