18 citations · 32 across the 6 of their papers we have counts for
7 papers
Temporal Knowledge Graph Hyperedge Forecasting: Exploring Entity-to-Category Link Prediction
Edward Markai, Sina Molavipour
Temporal Knowledge Graphs have emerged as a powerful way of not only modeling static relationships between entities but also the dynamics of how relations evolve over time. As thes…
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…
Causality Graph of Vehicular Traffic Flow
Sina Molavipour, Germán Bassi, Mladen Čičić +2
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…
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…
Non-Asymptotic Behavior of the Maximum Likelihood Estimate of a Discrete Distribution
Sina Molavipour, Germán Bassi, Mikael Skoglund
In this paper, we study the maximum likelihood estimate of the probability mass function (pmf) of independent and identically distributed (i.i.d.) random variables, in the non-…
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…