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2025
Mark Weak equivalence of local independence graphs
Mogensen, Søren Wengel ^LU (2025) In Bernoulli 31(4). p.2772-2798
- Contribution to journal › Article
Mark SIGNATURE KERNEL CONDITIONAL INDEPENDENCE TESTS IN CAUSAL DISCOVERY FOR STOCHASTIC PROCESSES
Manten, Georg ; Casolo, Cecilia ; Ferrucci, Emilio ; Mogensen, Søren Wengel ^LU ; Salvi, Cristopher and Kilbertus, Niki (2025) 13th International Conference on Learning Representations, ICLR 2025 In 13th International Conference on Learning Representations, ICLR 2025 p.62970-63006
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2024
Mark Faithful graphical representations of local independence
Mogensen, Søren Wengel ^LU (2024) 27th International Conference on Artificial Intelligence and Statistics, AISTATS 2024 238. p.2989-2997
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Discovering Subgroups of Children With High Mortality in Urban Guinea-Bissau : Exploratory and Validation Cohort Study
Rieckmann, Andreas ; Nielsen, Sebastian ; Dworzynski, Piotr ; Amini, Heresh ; Mogensen, Søren Wengel ^LU ; Silva, Isaquel Bartolomeu ; Chang, Angela Y. ; Arah, Onyebuchi A. ; Samek, Wojciech and Rod, Naja Hulvej , et al. (2024) In JMIR Public Health and Surveillance 10.
- Contribution to journal › Article
Mark Causal discovery in a complex industrial system : A time series benchmark
Mogensen, Søren Wengel ^LU ; Rathsman, Karin ^LU and Nilsson, Per ^LU (2024) 3rd Conference on Causal Learning and Reasoning, CLeaR 2024 236. p.1218-1236
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2023
Mark Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks
Bregoli, Alessandro ; Rathsman, Karin ^LU ; Scutari, Marco ; Stella, Fabio and Mogensen, Søren Wengel ^LU (2023) 30th International Symposium on Temporal Representation and Reasoning, TIME 2023
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Instrumental Processes Using Integrated Covariances
Mogensen, Søren Wengel ^LU (2023) 2nd Conference on Causal Learning and Reasoning, CLeaR 2023 In Proceedings of Machine Learning Research 213. p.620-641
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
2022
Mark Equality Constraints in Linear Hawkes Processes
Mogensen, Søren Wengel ^LU (2022) 1st Conference on Causal Learning and Reasoning, CLeaR 2022 177. p.576-593
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Learning by Doing : Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
Weichwald, Sebastian ; Mogensen, Søren Wengel ^LU ; Lee, Tabitha Edith ; Baumann, Dominik ; Kroemer, Oliver ; Guyon, Isabelle ; Trimpe, Sebastian ; Peters, Jonas and Pfister, Niklas (2022) 35th Conference on Neural Information Processing Systems, NeurIPS 2021 176. p.246-258
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Graphical modeling of stochastic processes driven by correlated noise
Mogensen, Søren Wengel ^LU and Hansen, Niels Richard (2022) In Bernoulli 28(4). p.3028-3050
- Contribution to journal › Article