Refined Pinsker’s and Reverse Pinsker’s Inequalities for Probability Distributions of Different Dimensions
نویسندگان
چکیده
We provide optimal lower and upper bounds for the augmented Kullback-Leibler divergence in terms of total variation distance between two probability measures defined on Euclidean spaces having different dimensions. call them refined Pinsker’s reverse inequalities, respectively.
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ژورنال
عنوان ژورنال: IEEE Access
سال: 2022
ISSN: ['2169-3536']
DOI: https://doi.org/10.1109/access.2022.3219851