Leonard Henckel
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(13)
Conferences
UAI (3)
ICML (1)
JMLR (1)
Top co-authors
Keywords
causal inference
(3)
covariate adjustment
(2)
causal effect estimation
(1)
structural learning
(1)
graphical model
(1)
structural equation model
(1)
causal effect
(1)
unobserved confounding
(1)
causal graph
(1)
instrumental variable
(1)
causal function
(1)
distribution generalization
(1)
higher moment
(1)
ida algorithm
(1)
robustness test
(1)
coefficient stability
(1)
variable selection
(1)
Papers
Causal Inference amid Missingness-Specific Independences and Mechanism Shifts
UAI 2025
Adjustment Identification Distance: A gadjid for Causal Structure Learning
UAI 2024
Exploiting Independent Instruments: Identification and Distribution Generalization
ICML 2022
A robustness test for estimating total effects with covariate adjustment
UAI 2022
On Efficient Adjustment in Causal Graphs
JMLR 2020