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2026 1

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Neural Generative Distributional Regression

stat.ME · 2026-05-03 · unverdicted · novelty 5.0

A neural estimator for the generative map g in Y = g(X, U) is obtained by minimizing empirical energy distance between observed and generated distributions, attaining adaptive nonparametric rates.

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  • Neural Generative Distributional Regression stat.ME · 2026-05-03 · unverdicted · none · ref 7

    A neural estimator for the generative map g in Y = g(X, U) is obtained by minimizing empirical energy distance between observed and generated distributions, attaining adaptive nonparametric rates.