When the reference measure is a diagonal Gaussian measure whose variances are dominated by a multiple of the noise weights, the measures of finite relative entropy form a set with the noise map property.
In the setting of Probability Measures on a Hilbert Space Transported in the Noise Norm: Standing Notation, let be a variance sequence and suppose that the reference measure is , the diagonal Gaussian measure on with variances , which is admissible since by Moments of a Diagonal Gaussian Measure on a Hilbert Space: Coordinate Covariances, Finite Second Moment, and Exponential Moments of the Squared Norm §moment. Let be a positive real number with for every , where is the sequence of noise weights. Let be the set of The Measures Noise-Connected to the Reference Measure §space, and let be the set of the that have finite relative entropy with respect to .
1. (Inclusion) .
2. (The noise map property) , which is a subset of by claim 1, has the noise map property.
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