Your copula is a classifier in disguise: classification-based copula density estimation

David Huk, Mark Steel, Ritabrata Dutta

We propose reinterpreting copula density estimation as a discriminative task. Under this novel estimation scheme, we train a classifier to distinguish samples from the joint densit…