Incorporating Interpretable Output Constraints in Bayesian Neural Networks

Wanqian Yang, Lars Lorch, Moritz A. Graule +2

Domains where supervised models are deployed often come with task-specific constraints, such as prior expert knowledge on the ground-truth function, or desiderata like safety and f…