33 citations · 106 across the 17 of their papers we have counts for
4 papers · 1 filter
LazyIter: A Fast Algorithm for Counting Markov Equivalent DAGs and Designing Experiments
Ali AhmadiTeshnizi, Saber Salehkaleybar, Negar Kiyavash
The causal relationships among a set of random variables are commonly represented by a Directed Acyclic Graph (DAG), where there is a directed edge from variable to variable $Y…
Database Alignment with Gaussian Features
Osman Emre Dai, Daniel Cullina, Negar Kiyavash
We consider the problem of aligning a pair of databases with jointly Gaussian features. We consider two algorithms, complete database alignment via MAP estimation among all possibl…
Nonparametric Hawkes Processes: Online Estimation and Generalization Bounds
Yingxiang Yang, Jalal Etesami, Niao He +1
In this paper, we design a nonparametric online algorithm for estimating the triggering functions of multivariate Hawkes processes. Unlike parametric estimation, where evolutionary…
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…