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We compare two recently proposed approaches for representing probability distributions over the space of permutations in the context of multi-target tracking. We show that these two representations, the Fourier approximation and the information form approximation can both be viewed as low dimensiona ...

We consider the identity management problem, where the identities are classified into two classes, red and blue. The purpose here is to make predictions of the two class identities when confusions arise among identities. In this work, we propose a principle to maintain probability distributions over ...