Elena Zheleva
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π
Conference Pioneer
Top co-authors
Research topics
Keywords
causal inference
(4)
relational causal model
(2)
feedback loop
(2)
causal discovery
(2)
heterogeneous treatment effect
(2)
graphical model
(2)
relational data
(2)
cyclic causal model
(1)
social network
(1)
variational autoencoder
(1)
structural causal model
(1)
causal model
(1)
cyclic causal discovery
(1)
peer effect
(1)
latent confounder
(1)
linear threshold model
(1)
adversarial network
(1)
moral bia
(1)
constraint-based algorithm
(1)
frame detection
(1)
Papers
Contagion Effect Estimation Using Proximal Embeddings
CLeaR 2025
Relational Causal Discovery with Latent Confounders
UAI 2025
Learning Relational Causal Models with Cycles through Relational Acyclification
AAAI 2023
Heterogeneous Peer Effects in the Linear Threshold Model
AAAI 2022
Non-parametric inference of relational dependence
UAI 2022
Relational Causal Models with Cycles: Representation and Reasoning
CLeaR 2022
Detecting and understanding moral biases in news
ACL 2020
Learning Triggers for Heterogeneous Treatment Effects
AAAI 2019