Emanuel Ben-David

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

In the analysis of data sets consisting of (X, Y)-pairs, a tacit assumption is that each pair corresponds to the same observational unit. If, however, such pairs are obtained via record linkage of two files, this assumption can be violated as a result of mismatch error rooting, for example, in the l…