Henckel, Leonard

6 publications

ICLR 2026 Embracing Discrete Search: A Reasonable Approach to Causal Structure Learning Marcel Wienöbst, Leonard Henckel, Sebastian Weichwald

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