Search Results for author: Farhad Mirkarimi

Found 2 papers, 1 papers with code

A Perspective on Neural Capacity Estimation: Viability and Reliability

no code implementations22 Mar 2022 Farhad Mirkarimi, Stefano Rini, Nariman Farsad

These estimators ar referred to as neural mutual information estimation (NMIE)s. NMIEs differ from other approaches as they are data-driven estimators.

Benchmarking Capacity Estimation +1

Neural Capacity Estimators: How Reliable Are They?

1 code implementation14 Nov 2021 Farhad Mirkarimi, Stefano Rini, Nariman Farsad

Recently, several methods have been proposed for estimating the mutual information from sample data using deep neural networks and without the knowing closed form distribution of the data.

Capacity Estimation

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