Mogensen, Søren Wengel

6 publications

CLeaR 2025 An Asymmetric Independence Model for Causal Discovery on Path Spaces Georg Manten, Cecilia Casolo, Søren Wengel Mogensen, Niki Kilbertus

ICLR 2025 Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes Georg Manten, Cecilia Casolo, Emilio Ferrucci, Søren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus

CLeaR 2024 Causal Discovery in a Complex Industrial System: A Time Series Benchmark Søren Wengel Mogensen, Karin Rathsman, Per Nilsson

CLeaR 2023 Instrumental Processes Using Integrated Covariances Søren Wengel Mogensen

CLeaR 2022 Equality Constraints in Linear Hawkes Processes Søren Wengel Mogensen

UAI 2018 Causal Learning for Partially Observed Stochastic Dynamical Systems Søren Wengel Mogensen, Daniel Malinsky, Niels Richard Hansen