Andreas Gerhardus
6 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CLEAR (2)
NIPS (2)
UAI (2)
Top co-authors
Keywords
causal discovery
(3)
conditional independence
(2)
time series
(2)
causal graph
(2)
bootstrap aggregation
(1)
statistical test
(1)
latent confounder
(1)
confidence measure
(1)
random vector
(1)
effect size
(1)
autocorrelated datum
(1)
context-specific causal graph
(1)
endogenous context
(1)
pairwise testing
(1)
graphical model
(1)
conditional independence test
(1)
structural causal model
(1)
Papers
Non-parametric Conditional Independence Testing for Mixed Continuous-Categorical Variables: A Novel Method and Numerical Evaluation
CLEAR 2025
Causal discovery with endogenous context variables
NIPS 2024
Bootstrap aggregation and confidence measures to improve time series causal discovery
CLEAR 2024
A Global Markov Property for Solutions of Stochastic Difference Equations and the corresponding Full Time Graphs
UAI 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
NIPS 2020