Collaborative likelihood-ratio estimation over graphs

Alejandro de la Concha, Nicolas Vayatis, Argyris Kalogeratos

Assuming we have iid observations from two unknown probability density functions (pdfs), $p$ and $q$, the likelihood-ratio estimation (LRE) is an elegant approach to compare the tw…