Atalanti A. Mastakouri
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Top co-authors
Research topics
Keywords
causal graph
(3)
causal discovery
(2)
causal inference
(2)
maximum entropy
(1)
question answering
(1)
explainability
(1)
stability analysis
(1)
exponential family
(1)
causal structure
(1)
graphical model
(1)
root cause analysis
(1)
interventional distribution
(1)
finite sample
(1)
information-theoretic measure
(1)
permutation test
(1)
confidence score
(1)
causal attribution
(1)
graph falsification
(1)
baseline comparison
(1)
graphical causal model
(1)
Papers
Estimating Joint Interventional Distributions from Marginal Interventional Data
CLeaR 2026
Beyond Single-Feature Importance with ICECREAM
CLeaR 2025
QA-Calibration of Language Model Confidence Scores
ICLR 2025
Toward Falsifying Causal Graphs Using a Permutation-Based Test
AAAI 2025
DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models
JMLR 2024
Self-Compatibility: Evaluating Causal Discovery without Ground Truth
AISTATS 2024