Vanessa Didelez
4 papers · 2020–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Silver
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Hot Topic Early Bird
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The Questioner
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Research topics
Keywords
causal discovery
(2)
causal effect estimation
(2)
structural learning
(1)
reproducing kernel hilbert space
(1)
kernel ridge regression
(1)
graphical model
(1)
latent variable
(1)
conditional independence test
(1)
directed acyclic graph
(1)
causal graph
(1)
type i error
(1)
markov equivalence class
(1)
background knowledge
(1)
covariate adjustment
(1)
ida algorithm
(1)
kernel covariance measure
(1)
fci
(1)
iod
(1)
single datasets
(1)
causal inference
(1)
Papers
The Generalised Kernel Covariance Measure
CLeaR 2026
Constraint-based causal discovery with tiered background knowledge and latent variables in single or overlapping datasets
CLeaR 2025
Do we become wiser with time? On causal equivalence with tiered background knowledge
UAI 2023
On Efficient Adjustment in Causal Graphs
JMLR 2020