Learning with Embedded Linear Equality Constraints via Variational Bayesian Inference

Matthew Marsh, Benoît Chachuat, Antonio del Rio Chanona

Machine Learning is becoming more prevalent in science and engineering, but many approaches do not provide meaningful uncertainty estimates and predictions may also violate known p…