We provide optimal lower and upper bounds for the augmented Kullback-Leibler divergence in terms of the augmented total variation distance between two probability measures defined on two Euclidean spaces having… Click to show full abstract
We provide optimal lower and upper bounds for the augmented Kullback-Leibler divergence in terms of the augmented total variation distance between two probability measures defined on two Euclidean spaces having different dimensions. We call them refined Pinsker’s and reverse Pinsker’s inequalities, respectively.
Keywords:
refined pinsker;
different dimensions;
pinsker;
reverse pinsker;
pinsker reverse;
pinsker inequalities
Journal Title: IEEE Access
Year Published: 2022
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Journal Title: IEEE Access
Year Published: 2022
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!