The Theory and Practice of MAP Inference over Non-Convex Constraints

Leander Kurscheidt, Gabriele Masina, Roberto Sebastiani +1

In many safety-critical settings, probabilistic ML systems have to make predictions subject to algebraic constraints, e.g., predicting the most likely trajectory that does not cros…