Søren Wengel Mogensen

16 papers A* 1A 3C 1Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Exact Graph Learning via Integer Programming.
CoRR
Lucas Kook, Søren Wengel Mogensen
2025 — conf
An Asymmetric Independence Model for Causal Discovery on Path Spaces.
CLeaR
Georg Manten, Cecilia Casolo, Søren Wengel Mogensen, Niki Kilbertus
2025 J jnl
An Asymmetric Independence Model for Causal Discovery on Path Spaces.
CoRR
Georg Manten, Cecilia Casolo, Søren Wengel Mogensen, Niki Kilbertus
2025 A* conf
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes.
ICLR
Georg Manten, Cecilia Casolo, Emilio Ferrucci, Søren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus
2024 — conf
Causal discovery in a complex industrial system: A time series benchmark.
CLeaR
Søren Wengel Mogensen, Karin Rathsman, Per Nilsson
2024 A conf
Faithful graphical representations of local independence.
AISTATS
Søren Wengel Mogensen
2024 J jnl
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes.
CoRR
Georg Manten, Cecilia Casolo, Emilio Ferrucci, Søren Wengel Mogensen, Cristopher Salvi, Niki Kilbertus
2023 C conf
Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks.
TIME
Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Søren Wengel Mogensen
2023 J jnl
Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks.
CoRR
Alessandro Bregoli, Karin Rathsman, Marco Scutari, Fabio Stella, Søren Wengel Mogensen
2023 J jnl
Causal discovery in a complex industrial system: A time series benchmark.
CoRR
Søren Wengel Mogensen, Karin Rathsman, Per Nilsson
2023 — conf
Instrumental Processes Using Integrated Covariances.
CLeaR
Søren Wengel Mogensen
2022 — conf
Equality Constraints in Linear Hawkes Processes.
CLeaR
Søren Wengel Mogensen
2022 J jnl
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning.
CoRR
Sebastian Weichwald, Søren Wengel Mogensen, Tabitha Edith Lee, Dominik Baumann, Oliver Kroemer, Isabelle Guyon, Sebastian Trimpe, Jonas Peters, Niklas Pfister
2021 — conf
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning.
NeurIPS (Competition and Demos)
Sebastian Weichwald, Søren Wengel Mogensen, Tabitha Edith Lee, Dominik Baumann, Oliver Kroemer, Isabelle Guyon, Sebastian Trimpe, Jonas Peters, Niklas Pfister
2020 A conf
Causal screening in dynamical systems.
UAI
Søren Wengel Mogensen
2018 A conf
Causal Learning for Partially Observed Stochastic Dynamical Systems.
UAI
Søren Wengel Mogensen, Daniel Malinsky, Niels Richard Hansen