240 citations · 500 across the 29 of their papers we have counts for
3 papers · 1 filter
Copula Density Neural Estimation
Nunzio A. Letizia, Nicola Novello, Andrea M. Tonello
Probability density estimation from observed data constitutes a central task in statistics. In this brief, we focus on the problem of estimating the copula density associated to an…
An Exponentially-Tight Approximate Factorization of the Joint PDF of Statistical Dependent Measurements in Wireless Sensor Networks
Juan Augusto Maya, Leonardo Rey Vega, Andrea M. Tonello
We consider the distributed detection problem of a temporally correlated random radio source signal using a wireless sensor network capable of measuring the energy of the received…
MIND: Maximum Mutual Information Based Neural Decoder
Andrea M. Tonello, Nunzio A. Letizia
We are assisting at a growing interest in the development of learning architectures with application to digital communication systems. Herein, we consider the detection/decoding pr…