Andreas Gerhardus
6 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
causal discovery
(3)
time series
(3)
structural causal model
(2)
causal graph
(2)
conditional independence
(2)
graphical model
(1)
distance metric
(1)
conditional independence test
(1)
bootstrap aggregation
(1)
statistical test
(1)
categorical variable
(1)
latent confounder
(1)
confidence measure
(1)
random vector
(1)
effect size
(1)
conditional independence testing
(1)
global markov property
(1)
context-specific causal graph
(1)
endogenous context
(1)
pairwise testing
(1)
Papers
Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation
CLeaR 2025
A Global Markov Property for Solutions of Stochastic Difference Equations and the corresponding Full Time Graphs
UAI 2024
Bootstrap aggregation and confidence measures to improve time series causal discovery
CLeaR 2024
Causal discovery with endogenous context variables
NeurIPS 2024
Increasing effect sizes of pairwise conditional independence tests between random vectors
UAI 2023
High-recall causal discovery for autocorrelated time series with latent confounders
NeurIPS 2020