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Negar Kiyavash — most-cited papers & profile · Graph Learning
← authors
·
overview
Negar Kiyavash
19
papers ·
2
citations ·
25
h-index
Environmental Protection Agency · École Polytechnique Fédérale de Lausanne
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Most-cited papers
Graph Learning Is Suboptimal in Causal Bandits
2025
Hierarchical Reinforcement Learning with Targeted Causal Interventions
2025
Improved Achievability and Converse Bounds for Erdős-Rényi Graph Matching
2016
On the Simultaneous Preservation of Privacy and Community Structure in Anonymized Networks
2016
A New Measure of Conditional Dependence
2017
Significance of Side Information in the Graph Matching Problem
2017
Counting and Sampling from Markov Equivalent DAGs Using Clique Trees
2018
Analysis of a Canonical Labeling Algorithm for the Alignment of Correlated Erdős-Rényi Graphs
2018
Partial Recovery of Erdős-Rényi Graph Alignment via $k$-Core Alignment
2018
Characterizing Distribution Equivalence and Structure Learning for Cyclic and Acyclic Directed Graphs
2019
Recursive Causal Structure Learning in the Presence of Latent Variables and Selection Bias
2021
Learning Bayesian Networks in the Presence of Structural Side Information
2021
A Unified Experiment Design Approach for Cyclic and Acyclic Causal Models
2022
Novel Ordering-based Approaches for Causal Structure Learning in the Presence of Unobserved Variables
2022
Learning Causal Graphs via Monotone Triangular Transport Maps
2023
Top co-authors
Daniel Cullina
· 6
Ehsan Mokhtarian
· 5
AmirEmad Ghassami
· 4
Jalal Etesami
· 4
Kun Zhang
· 3
Saber Salehkaleybar
· 3
Sina Akbari
· 3
Kushagra Singhal
· 2
Matthias Grossglauser
· 2
Mohammad Shahverdikondori
· 2
Osman Emre Dai
· 2
Prateek Mittal
· 2
Topics
cs.LG
Uncategorized
stat.ME
stat.ML
cs.AI
cs.IT
cs.DB
cs.DS
math.IT