Globally optimal and scalable $N$-way matching of astronomy catalogs

Tu Nguyen, Amitabh Basu, Támas Budavári

Building on previous Bayesian approaches, we introduce a novel formulation of probabilistic cross-identification, where detections are directly associated to (hypothesized) astrono…