The Heat Gauge on the Probability Measures on Euclidean Space
definitionAnalysisProbabilitydef:heat-gauge-euclidean-2026aThe heat gauge of two probability measures on is the square root of the heat gauge form Q(mu,nu) built from the multiscale Gaussian kernel.
In the setting of Probability Measures on Euclidean Space and Random Vectors: Standing Notation, with Differential Calculus and Convexity on Euclidean Open Sets: Standing Notation in force, fix a dimension , and let be the heat gauge form on , built from the multiscale Gaussian kernel; is a nonnegative real number by The Heat Gauge Form on Probability Measures: Algebra, Representation by Smoothed Densities, Positivity, Cauchy-Schwarz, Separation, the Triangle Inequality, the Wasserstein Bound and Derivative Bounds for the Potential §representation, and is the nonnegative square root of a nonnegative real number .
(The heat gauge)¶ The heat gauge on is the function
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