Regularization for Shuffled Data Problems via Exponential Family Priors on the Permutation Group

Zhenbang Wang, Emanuel Ben-David, Martin Slawski

In the analysis of data sets consisting of (X, Y)-pairs, a tacit assumption is that each pair corresponds to the same observation unit. If, however, such pairs are obtained via rec…