2 papers
math.NA2026
Relaxation via Separable Estimators: Arithmetic and Implementation
Yanlin Zha, Mario Eduardo Villanueva, Boris Houska +1
This article presents an arithmetic, called superposition relaxation, for bracketing the graph of a multivariate factorable function on a compact domain between a pair of underesti…
cs.LG2026
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…