Juha Karvanen
5 papers · 2017–2023 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Interdisciplinary Bridge ยท Bronze
Venues
Top co-authors
Research topics
Keywords
causal inference
(4)
causal effect
(3)
graphical model
(2)
clustering algorithm
(1)
causal effect identification
(1)
influence function
(1)
causal model
(1)
causal identification
(1)
semiparametric efficiency
(1)
context-specific independence
(1)
interventional distribution
(1)
causal diagram
(1)
structural robustness
(1)
identifiability algorithm
(1)
back-door criterion
(1)
average causal effect
(1)
symbolic simplification
(1)
identifying assumption
(1)
variable pruning
(1)
causal discovery
(1)
Papers
Clustering and Structural Robustness in Causal Diagrams
JMLR 2023
Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency
JMLR 2023
Identifying Causal Effects via Context-specific Independence Relations
NeurIPS 2019
Enhancing Identification of Causal Effects by Pruning
JMLR 2018
Simplifying Probabilistic Expressions in Causal Inference
JMLR 2017