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Søren Wengel Mogensen
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12
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
11 June 2024 by
Georg Manten
and
others
at
Technical University of Munich
Machine Learning
,
Artificial Intelligence
Causal discovery in a complex industrial system: A time series benchmark
28 October 2023 by
Søren Wengel Mogensen
and
others
at
Lund University
Machine Learning
Faithful graphical representations of local independence
20 October 2023 by
Søren Wengel Mogensen
Methodology
Time-dependent mediators in survival analysis: Graphical representation of causal assumptions
7 October 2023 by
Søren Wengel Mogensen
and
others
at
Lund University
Methodology
Analyzing Complex Systems with Cascades Using Continuous-Time Bayesian Networks
21 August 2023 by
Alessandro Bregoli
and
others
Machine Learning
,
Methodology
Weak equivalence of local independence graphs
24 February 2023 by
Søren Wengel Mogensen
Statistics Theory
Instrumental Processes Using Integrated Covariances
21 February 2023 by
Søren Wengel Mogensen
Statistics Theory
Learning by Doing: Controlling a Dynamical System using Causality, Control, and Reinforcement Learning
12 February 2022 by
Sebastian Weichwald
and
others
Machine Learning
,
Robotics
Causal screening for dynamical systems
11 September 2020 by
Søren Wengel Mogensen
Other Statistics
Graphical modeling of stochastic processes driven by correlated errors
11 September 2020 by
Søren Wengel Mogensen
and
Niels Richard Hansen
Statistics Theory
Soft Maximin Aggregation of Heterogeneous Array Data
21 May 2019 by
Adam Lund
and
others
Methodology
,
Computation
Markov equivalence of marginalized local independence graphs
11 February 2019 by
Søren Wengel Mogensen
and
Niels Richard Hansen
Statistics Theory
,
Other Statistics
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Statistics Theory
Machine Learning
Methodology
Systems and Control
Other Statistics
Artificial Intelligence
Robotics
Computation