Patrick Bloebaum
6 papers · 2018–2022 · 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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Interdisciplinary Bridge ยท Bronze
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Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
causal inference
(6)
shapley value
(2)
causal discovery
(1)
explainable ai
(1)
granger causality
(1)
outlier detection
(1)
hypothesis testing
(1)
statistical testing
(1)
probability distribution
(1)
distribution shift
(1)
cause-effect inference
(1)
feature relevance
(1)
least square
(1)
observational data
(1)
causal graph
(1)
root cause analysis
(1)
panel data
(1)
type i error
(1)
cross-sectional dependency
(1)
causal direction
(1)
Papers
Causal structure-based root cause analysis of outliers
ICML 2022
On Measuring Causal Contributions via do-interventions
ICML 2022
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies
AISTATS 2022
Why did the distribution change?
AISTATS 2021
Feature relevance quantification in explainable AI: A causal problem
AISTATS 2020
Cause-Effect Inference by Comparing Regression Errors
AISTATS 2018