Patrick Bloebaum
6 papers · 2018–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (9)
πΊοΈ
Taxonomy Completionist
(10)
β
The Questioner
π
Trend Setter
Conferences
AISTATS (4)
ICML (2)
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 datum
(1)
causal graph
(1)
root cause analysis
(1)
panel datum
(1)
type i error
(1)
cross-sectional dependency
(1)
causal direction
(1)
Papers
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies
AISTATS 2022
Causal structure-based root cause analysis of outliers
ICML 2022
On Measuring Causal Contributions via do-interventions
ICML 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