Leonard Henckel
5 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
causal inference
(4)
causal effect
(2)
covariate adjustment
(2)
causal effect estimation
(1)
causal structure learning
(1)
structural learning
(1)
graphical model
(1)
structural equation model
(1)
structural causal model
(1)
doubly robust estimator
(1)
directed acyclic graph
(1)
unobserved confounding
(1)
causal graph
(1)
missing data
(1)
context-specific independence
(1)
instrumental variable
(1)
average treatment effect
(1)
structural intervention distance
(1)
causal function
(1)
distribution generalization
(1)
Papers
Causal Inference amid Missingness-Specific Independences and Mechanism Shifts
UAI 2025
Adjustment Identification Distance: A gadjid for Causal Structure Learning
UAI 2024
A robustness test for estimating total effects with covariate adjustment
UAI 2022
Exploiting Independent Instruments: Identification and Distribution Generalization
ICML 2022
On Efficient Adjustment in Causal Graphs
JMLR 2020