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Elena Zheleva

University of Illinois Chicago (per OpenAlex) · ORCID · OpenAlex

10 papers in scope · 8 published · 2 on the econ.EM arXiv · 121 citations · h-index 4 (over the papers listed here)

Related authors

The 4 authors closest to this one in our weighted citation graph, most related first.

  1. Chainarong Amornbunchornvej
  2. Tanya Berger-Wolf
  3. Chakattrai Sookkongwaree
  4. Tattep Lakmuang

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

(2 of 10)

Inferring individual direct causal effects under heterogeneous peer influence
published2025 · Machine Learning · 4 citations · first circulated 2023
with Shishir Adhikari
Machine Learning
Cascade-Based Randomization for Inferring Causal Effects under Diffusion Interference
published2024 · Proceedings of the International AAAI Conference on Web and Social Media
with Zahra Fatemi, Jean Pouget-Abadie
Proceedings of the International AAAI Conference on Web and Social Media
Determining causality in travel mode choice
published2024 · Travel Behaviour and Society · 12 citations · first circulated 2022
with Rishabh Chauhan, Christoffer Riis, Shishir Adhikari, Sybil Derrible, Charisma F. Choudhury, Francisco Câmara Pereira, Francisco Camara Pereira
Travel Behaviour and Society
Learning Relational Causal Models with Cycles through Relational Acyclification
published2023 · Proceedings of the AAAI Conference on Artificial Intelligence · 1 citations · first circulated 2022
with Ragib Ahsan, David Arbour
Proceedings of the AAAI Conference on Artificial Intelligence
Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty
published2022 · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 4 citations
with Christopher Tran, Keith Burghardt, Kristina Lerman
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
Heterogeneous Peer Effects in the Linear Threshold Model
published2022 · Proceedings of the AAAI Conference on Artificial Intelligence · 13 citations
with Christopher Tran
Proceedings of the AAAI Conference on Artificial Intelligence
Minimizing Interference and Selection Bias in Network Experiment Design
published2020 · Proceedings of the International AAAI Conference on Web and Social Media · 14 citations
with Zahra Fatemi
Proceedings of the International AAAI Conference on Web and Social Media
Variable-lag Granger Causality and Transfer Entropy for Time Series Analysis
working paper2020 · arXiv · 1 citations
with Chainarong Amornbunchornvej, Tanya Berger-Wolf
Paper profile arXiv arXiv:2002.00208
Variable-lag Granger Causality for Time Series Analysis
working paper2019 · arXiv · 2 citations
with Chainarong Amornbunchornvej, Tanya Berger-Wolf
Paper profile arXiv arXiv:1912.10829
Motivating Effective Mobile App Adoptions: Evidence from a Large-Scale Randomized Field Experiment
published2019 · Information Systems Research · 70 citations · first circulated 2017
with Tianshu Sun, Lanfei Shi, Siva Viswanathan
Information Systems Research

Assembled from arXiv and OpenAlex. Duplicate records for the same paper are merged, and the published version is shown where we could identify one. Corrections welcome.