Covariance alignment: from maximum likelihood estimation to Gromov-Wasserstein

Yanjun Han, Philippe Rigollet, George Stepaniants

Feature alignment methods are used in many scientific disciplines for data pooling, annotation, and comparison. As an instance of a permutation learning problem, feature alignment…