18 citations · 32 across the 6 of their papers we have counts for
4 papers · 1 filter
Testing for directed information graphs
Sina Molavipour, Germán Bassi, Mikael Skoglund
In this paper, we study a hypothesis test to determine the underlying directed graph structure of nodes in a network, where the nodes represent random processes and the direction o…
Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling
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. A recent line of work in this area has leveraged…
Conditional Mutual Information Neural Estimator
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. In this approach, these blocks can be t…
Multirate Packet Delivery In Heterogeneous Broadcast Networks
Mohammad A. Zarrabian, Foroogh S. Tabataba, Sina Molavipour +1
In this paper, we study the problem of multirate packet delivery in heterogeneous packet erasure broadcast networks. The technical challenge is to enable users receive packets at d…