Svyatoslav Novikov
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2026
High Minima of Gaussian Processes: Overshoots and Minimizer Locations
The paper shows that the scaled overshoot of a minimum value in a Gaussian process converges to an exponential random variable as the minimum value increases, and identifies the limiting measure as an optimal covariance-energy measure.
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