Søren Wengel Mogensen
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (14)
🐺
Lone Wolf
(3)
🚀
Conference Pioneer
Conferences
CLEAR (4)
ICLR (1)
UAI (1)
Top co-authors
Keywords
causal discovery
(3)
time series
(1)
covariance matrix
(1)
stochastic process
(1)
graphical model
(1)
structural equation model
(1)
dynamical system
(1)
benchmark dataset
(1)
causal graph
(1)
instrumental variable
(1)
local independence
(1)
hawkes process
(1)
equality constraint
(1)
causal parameter
(1)
industrial system
(1)
continuous-time process
(1)
linear hawkes process
(1)
continuous time stochastic process
(1)
Papers
An Asymmetric Independence Model for Causal Discovery on Path Spaces
CLEAR 2025
Signature Kernel Conditional Independence Tests in Causal Discovery for Stochastic Processes
ICLR 2025
Causal discovery in a complex industrial system: A time series benchmark
CLEAR 2024
Instrumental Processes Using Integrated Covariances
CLEAR 2023
Equality Constraints in Linear Hawkes Processes
CLEAR 2022
Causal screening in dynamical systems
UAI 2020