← All authors Negar Kiyavash École Polytechnique Fédérale de Lausanne (from arXiv:2312.16707, 2023) · ORCID · OpenAlex
36 papers in scope · 33 published · 3 on the econ.EM arXiv · 487 citations · h-index 14 (over the papers listed here)
Related authors The 20 authors closest to this one in our weighted citation graph, most related first.
Beatrice Biondi Silvia De Nicolò Mario Mazzocchi Castiel Chen Zhuang Pedro H. C. Sant’Anna Andrew Goodman-Bacon Philippe Rigollet William Torous Alan Hao Yang David J. Richardson Qi Xu Brantly Callaway AmirEmad Ghassami Sina Akbari Ilya Shpitser Jonathan Roth Michael Zimmert Florian Gunsilius Eric Tchetgen Tchetgen Laura Caron Proximity is measured over citations between two papers we both hold, weighted by how heavily one leans on the other, and is symmetric — it does not distinguish citing from being cited. Authors without a profile here are skipped, and a genuinely close colleague can be missing simply because their work is not in our arXiv corpus. Method: docs/06-citations-pipeline.md .
Papers (3 of 36)
Recursive Causal Discovery (Abstract Reprint)
published 2026 · Proceedings of the AAAI Conference on Artificial Intelligence
working paper 2025 · arXiv
s-ID: Causal Effect Identification in a Sub-population
published 2024 · Proceedings of the AAAI Conference on Artificial Intelligence · first circulated 2023
with Amir Mohammad Abouei, Ehsan Mokhtarian
working paper 2024 · arXiv
working paper 2023 · arXiv · 3 citations
Novel Ordering-Based Approaches for Causal Structure Learning in the Presence of Unobserved Variables
published 2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 3 citations · first circulated 2022
Editorial Special Issue on Causality: Fundamental Limits and Applications
published 2023 · IEEE Journal on Selected Areas in Information Theory
Analysis of Large Market Data Using Neural Networks: A Causal Approach
published 2023 · IEEE Journal on Selected Areas in Information Theory
Learning Bayesian Networks in the Presence of Structural Side Information
published 2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 6 citations · first circulated 2021
Optimal Adversarial Policies in the Multiplicative Learning System With a Malicious Expert
published 2021 · IEEE Transactions on Information Forensics and Security · 2 citations · first circulated 2020
with S. Rasoul Etesami, Vincent Léon, H. Vincent Poor
Graph Signal Processing: Foundations and Emerging Directions [From the Guest Editors]
published 2020 · IEEE Signal Processing Magazine · 26 citations
with Antonio G. Marqués, José M. F. Moura, Dimitri Van De Ville, Rebecca Willett
Partial Recovery of Erdős-Rényi Graph Alignment via k-Core Alignment
published 2020 · ACM SIGMETRICS Performance Evaluation Review · 15 citations · first circulated 2018
with Daniel Cullina, Prateek Mittal, H. Vincent Poor
Counting and Sampling from Markov Equivalent DAGs Using Clique Trees
published 2019 · Proceedings of the AAAI Conference on Artificial Intelligence · 14 citations · first circulated 2018
Asymptotic analysis for multi-objective sequential stochastic assignment problems
published 2019 · Stochastics · 2 citations
with Yu Ge, Sheldon H. Jacobson
Learning From Sleeping Experts
published 2018 · ACM Transactions on Design Automation of Electronic Systems
with Anh Truong, S. Rasoul Etesami
Guest Editorial: Special Issue on Causal Discovery 2017
published 2018 · International Journal of Data Science and Analytics · 1 citations
Learning Vector Autoregressive Models With Latent Processes
published 2018 · Proceedings of the AAAI Conference on Artificial Intelligence · 1 citations · first circulated 2017
Predictive Approximate Bayesian Computation via Saddle Points
published 2018 · Neural Information Processing Systems · 1 citations
with Yingxiang Yang, Bo Dai, Niao He
no link
Optimal Attack Strategies Against Predictors - Learning From Expert Advice
published 2017 · IEEE Transactions on Information Forensics and Security · 13 citations
Phonion: Practical Protection of Metadata in Telephony Networks
published 2016 · Proceedings on Privacy Enhancing Technologies · 11 citations
with Stephan Heuser, Bradley Reaves, Praveen Kumar Pendyala, Henry Carter, Alexandra Dmitrienko, William Enck, Ahmad-Reza Sadeghi, Patrick Traynor
Measuring Causal Relationships in Dynamical Systems through Recovery of Functional Dependencies
published 2016 · IEEE Transactions on Signal and Information Processing over Networks · 18 citations
Learning Minimal Latent Directed Information Polytrees
published 2016 · Neural Computation · 25 citations
Improved Achievability and Converse Bounds for Erdos-Renyi Graph Matching
published 2016 · ACM SIGMETRICS Performance Evaluation Review · 68 citations
with Daniel Cullina
Generalized Sphere-Packing Bounds on the Size of Codes for Combinatorial Channels
published 2016 · IEEE Transactions on Information Theory · 13 citations · first circulated 2014
with Daniel Cullina
Restricted Composition Deletion Correcting Codes
published 2016 · IEEE Transactions on Information Theory · 11 citations
with Daniel Cullina, Ankur A. Kulkarni
Directed Information Graphs
published 2015 · IEEE Transactions on Information Theory · 14 citations
with Christopher J. Quinn, Todd P. Coleman
Quantifying the Information Leakage in Timing Side Channels in Deterministic Work-Conserving Schedulers
published 2015 · IEEE/ACM Transactions on Networking · 19 citations · first circulated 2014
with Xun Gong
Mitigating Timing Side Channel in Shared Schedulers
published 2015 · IEEE/ACM Transactions on Networking · 21 citations
with Sachin Kadloor, Parv Venkitasubramaniam
Delay-Privacy Tradeoff in the Design of Scheduling Policies
published 2015 · IEEE Transactions on Information Theory · 3 citations
with Sachin Kadloor
An Improvement to Levenshtein's Upper Bound on the Cardinality of Deletion Correcting Codes
published 2014 · IEEE Transactions on Information Theory · 40 citations · first circulated 2013
with Daniel Cullina
Preventing Timing Analysis in Networks: A Statistical Inference Perspective
published 2013 · IEEE Signal Processing Magazine · 6 citations
with Sachin Kadloor, Parv Venkitasubramaniam
Non-Blind Watermarking of Network Flows
published 2013 · IEEE/ACM Transactions on Networking · 43 citations · first circulated 2012
with Amir Houmansadr, Nikita Borisov
Efficient Methods to Compute Optimal Tree Approximations of Directed Information Graphs
published 2013 · IEEE Transactions on Signal Processing · 34 citations
with Christopher J. Quinn, Todd P. Coleman
Nonasymptotic Upper Bounds for Deletion Correcting Codes
published 2013 · IEEE Transactions on Information Theory · 11 citations
with Ankur A. Kulkarni
Fingerprinting With Equiangular Tight Frames
published 2013 · IEEE Transactions on Information Theory · 43 citations · first circulated 2011
with Dustin G. Mixon, Christopher J. Quinn, Matthew Fickus
Designing Router Scheduling Policies: A Privacy Perspective
published 2012 · IEEE Transactions on Signal Processing · 20 citations
with Sachin Kadloor, Xun Gong, Parv Venkitasubramaniam
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