Elena Zheleva
8 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (4) π Academic Marathon (6) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Pioneer
Conferences
AAAI (3)
CLEAR (2)
UAI (2)
ACL (1)
Top co-authors
Keywords
causal inference
(3)
feedback loop
(2)
graphical model
(2)
relational causal model
(2)
heterogeneous treatment effect
(2)
independence testing
(1)
kernel mean embedding
(1)
cyclic causal model
(1)
social network
(1)
structural causal model
(1)
cyclic causal discovery
(1)
peer effect
(1)
relational datum
(1)
linear threshold model
(1)
moral bia
(1)
constraint-based algorithm
(1)
frame detection
(1)
lifted representation
(1)
tree-based learning
(1)
individualized treatment
(1)
Papers
Relational Causal Discovery with Latent Confounders
UAI 2025
Contagion Effect Estimation Using Proximal Embeddings
CLEAR 2025
Learning Relational Causal Models with Cycles through Relational Acyclification
AAAI 2023
Relational Causal Models with Cycles: Representation and Reasoning
CLEAR 2022
Heterogeneous Peer Effects in the Linear Threshold Model
AAAI 2022
Non-parametric inference of relational dependence
UAI 2022
Detecting and understanding moral biases in news
ACL 2020
Learning Triggers for Heterogeneous Treatment Effects
AAAI 2019