33 citations · 107 across the 22 of their papers we have counts for
6 papers · 1 filter
Significance of Side Information in the Graph Matching Problem
Kushagra Singhal, Daniel Cullina, Negar Kiyavash
Percolation based graph matching algorithms rely on the availability of seed vertex pairs as side information to efficiently match users across networks. Although such algorithms w…
A New Measure of Conditional Dependence
Jalal Etesami, Kun Zhang, Negar Kiyavash
Measuring conditional dependencies among the variables of a network is of great interest to many disciplines. This paper studies some shortcomings of the existing dependency measur…
Learning Causal Structures Using Regression Invariance
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash +1
We study causal inference in a multi-environment setting, in which the functional relations for producing the variables from their direct causes remain the same across environments…
A Reconnaissance Attack Mechanism for Fixed-Priority Real-Time Systems
Chien-Ying Chen, AmirEmad Ghassami, Sibin Mohan +4
In real-time embedded systems (RTS), failures due to security breaches can cause serious damage to the system, the environment and/or injury to humans. Therefore, it is very import…
Optimal Experiment Design for Causal Discovery from Fixed Number of Experiments
AmirEmad Ghassami, Saber Salehkaleybar, Negar Kiyavash
We study the problem of causal structure learning over a set of random variables when the experimenter is allowed to perform at most experiments in a non-adaptive manner. We co…
Interaction Information for Causal Inference: The Case of Directed Triangle
AmirEmad Ghassami, Negar Kiyavash
Interaction information is one of the multivariate generalizations of mutual information, which expresses the amount information shared among a set of variables, beyond the informa…