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stat.ML2026
Sliced Orlicz-Wasserstein
Binh Thuan Tran, Khai Nguyen
We propose sliced Orlicz-Wasserstein (SOW) distance which is a generalization of sliced Wasserstein (SW) distance. SOW replaces the norm in SW with a Luxemburg norm cost indu…
stat.ML2025
Minimax-Optimal Two-Sample Test with Sliced Wasserstein
Binh Thuan Tran, Nicolas Schreuder
We study the problem of nonparametric two-sample testing using the sliced Wasserstein (SW) distance. While prior theoretical and empirical work indicates that the SW distance offer…