Robin J. Evans
5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(12)
Conferences
UAI (2)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(3)
causal discovery
(2)
explainable ai
(1)
synthetic data generation
(1)
importance sampling
(1)
hypothesis testing
(1)
hilbert-schmidt independence criterion
(1)
importance weighting
(1)
adversarial attack
(1)
generative model
(1)
graphical model
(1)
normalizing flow
(1)
directed acyclic graph
(1)
shapley value
(1)
model interpretation
(1)
average treatment effect
(1)
normalising flow
(1)
backdoor adjustment
(1)
hidden variable
(1)
causal pathway
(1)
Papers
Testing Generalizability in Causal Inference
UAI 2025
Marginal Causal Flows for Validation and Inference
NIPS 2024
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment
JMLR 2024
PWSHAP: A Path-Wise Explanation Model for Targeted Variables
ICML 2023
Dependency in DAG models with hidden variables
UAI 2021