Kailash Budhathoki
5 papers · 2021–2024 · 4 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 · Bronze
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Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
causal inference
(5)
causal graph
(2)
graphical causal model
(2)
causal structure
(1)
distribution shift
(1)
structural causal model
(1)
directed acyclic graph
(1)
root cause analysis
(1)
shapley value
(1)
variance decomposition
(1)
causal attribution
(1)
causal aggregation
(1)
functional causal model
(1)
structure preserving intervention
(1)
outlier detection
(1)
probability distribution
(1)
Papers
DoWhy-GCM: An Extension of DoWhy for Causal Inference in Graphical Causal Models
JMLR 2024
Meaningful Causal Aggregation and Paradoxical Confounding
CLeaR 2024
Quantifying intrinsic causal contributions via structure preserving interventions
AISTATS 2024
Causal structure-based root cause analysis of outliers
ICML 2022
Why did the distribution change?
AISTATS 2021