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Henckel, Leonard
5 publications
UAI
2025
Causal Inference amid Missingness-Specific Independences and Mechanism Shifts
Johan Aguas
,
Leonard Henckel
,
Johan Pensar
,
Guido Biele
UAI
2024
Adjustment Identification Distance: A Gadjid for Causal Structure Learning
Leonard Henckel
,
Theo Würtzen
,
Sebastian Weichwald
UAI
2022
A Robustness Test for Estimating Total Effects with Covariate Adjustment
Zehao Su
,
Leonard Henckel
ICML
2022
Exploiting Independent Instruments: Identification and Distribution Generalization
Sorawit Saengkyongam
,
Leonard Henckel
,
Niklas Pfister
,
Jonas Peters
JMLR
2020
On Efficient Adjustment in Causal Graphs
Janine Witte
,
Leonard Henckel
,
Marloes H. Maathuis
,
Vanessa Didelez