In this paper we consider the problem of learning a mixture of permutations, where each component of the mixture is generated by a stochastic process. Learning permutation mixtures arises in practical settings when a set ...

Standard voting rules usually assume that the preferences of voters are provided in the form of complete rankings over a xed set of alternatives. This assumption does not hold in applications like recommendation ...