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20122026
most citedOn the existence of paths between points in high level excursion sets of Gaussian random fields

17 citations · 17 across the 3 of their papers we have counts for

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stat.ML2026

Weighted Empirical Risk Minimization for Machine Learning under Long-Range Dependence: Exact Pathwise Rates and Learning-Error Geometry

Elina Moldavskaya

We develop an exact almost-sure learning theory for smooth parametric models trained by regularly weighted empirical risk minimization on long-range dependent data. The training ob…