High-Probability Lower Bounds for the Total Variance Distance


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Documentation for package ‘HPLB’ version 1.0.0

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boundingOperation Bounding Operation
empiricalBF Empirical Bounding Functions
HPLB High Probability Lower Bounds (HPLB) for the Total Variation Distance (TV) Based on Finite Samples
HPLBmatrix Pairwise Total Variation Distance Lower Bound Matrix for the Multi-Class Setting