Sökning: "Entropy Power Inequality"

Hittade 1 uppsats innehållade orden Entropy Power Inequality.

  1. 1. Generalized Talagrand Inequality for Sinkhorn Distance using Entropy Power Inequality

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Shuchan Wang; [2021]
    Nyckelord :Optimal Transport; Entropic Optimal Transport; Sinkhorn Distance; Talagrand Inequality; Entropy Power Inequality; Optimal Transport; Entropisk Optimal Transport; Sinkhorn Distance; Talagrand Inequality; Entropy Power Inequality;

    Sammanfattning : Measure of distance between two probability distributions plays a fundamental role in statistics and machine learning. Optimal Transport (OT) theory provides such distance. Recent advance in OT theory is a generalization of classical OT with entropy regularized, called entropic OT. LÄS MER