Search Results for author: Sina Molavipour

Found 3 papers, 1 papers with code

Causality Graph of Vehicular Traffic Flow

no code implementations23 Nov 2020 Sina Molavipour, Germán Bassi, Mladen Čičić, Mikael Skoglund, Karl Henrik Johansson

In an intelligent transportation system, the effects and relations of traffic flow at different points in a network are valuable features which can be exploited for control system design and traffic forecasting.

Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling

1 code implementation12 Jun 2020 Sina Molavipour, Germán Bassi, Mikael Skoglund

The estimation of mutual information (MI) or conditional mutual information (CMI) from a set of samples is a long-standing problem.

Conditional Mutual Information Neural Estimator

no code implementations6 Nov 2019 Sina Molavipour, Germán Bassi, Mikael Skoglund

Several recent works in communication systems have proposed to leverage the power of neural networks in the design of encoders and decoders.

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