Near-Optimal Procedures for Model Discrimination with Non-Disclosure Properties

Dmitrii M. Ostrovskii, Mohamed Ndaoud, Adel Javanmard +1

Let ${\theta }_0,{\theta }_1\in {\mathbb{R}}^d$ be the population risk minimizers associated to some loss $\ell :{\mathbb{R}}^d\times \mathcal{Z}\to \mathbb{R}$ and two distributions $\mathbb{P}_0,\mat…