9 citations · 10 across the 3 of their papers we have counts for
5 papers
Exact dimension of dynamical stationary measures
François Ledrappier, Pablo Lessa
We consider a random walk on with finite first moment and finite entropy. We show that the distributions of the unstable flag space and of the stable flag space…
Community Detection with Known, Unknown, or Partially Known Auxiliary Latent Variables
Mohammad Esmaeili, Aria Nosratinia
Empirical observations suggest that in practice, community membership does not completely explain the dependency between the edges of an observation graph. The residual dependence…
Semidefinite Programming for Community Detection with Side Information
Mohammad Esmaeili, Hussein Metwaly Saad, Aria Nosratinia
This paper produces an efficient Semidefinite Programming (SDP) solution for community detection that incorporates non-graph data, which in this context is known as side informatio…
Community Detection: Exact Recovery in Weighted Graphs
Mohammad Esmaeili, Aria Nosratinia
In community detection, the exact recovery of communities (clusters) has been mainly investigated under the general stochastic block model with edges drawn from Bernoulli distribut…
Semi-Supervised Node Classification by Graph Convolutional Networks and Extracted Side Information
Mohammad Esmaeili, Aria Nosratinia
The nodes of a graph existing in a cluster are more likely to connect to each other than with other nodes in the graph. Then revealing some information about some nodes, the struct…