Limit distribution theory for $f$-Divergences

Sreejith Sreekumar, Ziv Goldfeld, Kengo Kato

$f$-divergences, which quantify discrepancy between probability distributions, are ubiquitous in information theory, machine learning, and statistics. While there are numerous meth…