Linus Lach

Bridging the Gap Between f-divergences and Bayes Hilbert Spaces

We introduce a novel framework that generalizes $f$-divergences by incorporating locally non-convex divergence-generating functions. Using this extension, we define a new class of pseudo $f$-divergences, encompassing a wider range of distances between distributions that traditional $f$-divergences c…