Distributed algorithms for U-statistics-based empirical risk minimization

L Chen, ATK Wan, S Zhang, Y Zhou - Journal of Machine Learning …, 2023 - jmlr.org
Empirical risk minimization, where the underlying loss function depends on a pair of data
points, covers a wide range of application areas in statistics including pairwise ranking and …