Sebastian Espinosa

A Data-Driven Quantization Design for Distributed Testing Against Independence with Communication Constraints

This paper studies the problem of designing a quantizer (encoder) for the task of distributed detection of independence subject to one-side communication (limited bits) constraints. By exploiting the asymptotic performance limits as an objective to train a quantization scheme, we propose an algorith…