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Le-Yang Wang

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#machine learning Jul 2026

Zero-Flow Two-Sample Tests

The Zero-Flow Two-Sample Test (ZF2ST), built on the zero-flow criterion, is proposed, which characterizes distributional equality through a time-reversal antisymmetry of a learnable velocity field and develops the Zero-Flow Discrepancy, an identifying discrepancy that controls the Wasserstein distance.

Ya-Kun Wang, Le-Yang Wang, Song Liu et al. · arXiv.org · 1 citation