Ariel Avital

collaborators

2 papers

math.PR2026

TV over Bernoulli products: the small parameter regime

Ariel Avital, Aryeh Kontorovich, George Salafatinos

We study the total variation distance (TV) between two $n$ -fold Bernoulli product measures parametrized by $p = (p_{1}, \dots, p_{n})$ and $q = (q_{1}, \dots, q_{n})$ , respectively, in…

cs.LG2020

Non-parametric Binary regression in metric spaces with KL loss

Ariel Avital, Klim Efremenko, Aryeh Kontorovich +2

We propose a non-parametric variant of binary regression, where the hypothesis is regularized to be a Lipschitz function taking a metric space to [0,1] and the loss is logarithmic.…