Christopher C. Holmes
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(11)
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The Questioner
(2)
Venues
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Research topics
Keywords
in-context learning
(2)
causal inference
(1)
adversarial robustness
(1)
bayesian inference
(1)
uncertainty quantification
(1)
epistemic uncertainty
(1)
natural language generation
(1)
causal effect estimation
(1)
explainable ai
(1)
bayesian decision theory
(1)
adversarial attack
(1)
decision tree
(1)
observational data
(1)
shapley value
(1)
model interpretation
(1)
heterogeneous treatment effect
(1)
multi-party computation
(1)
causal pathway
(1)
targeted variable
(1)
exchangeable data
(1)
Papers
Hierarchical Bias-Driven Stratification for Interpretable Causal Effect Estimation
AISTATS 2025
Is Merging Worth It? Securely Evaluating the Information Gain for Causal Dataset Acquisition
AISTATS 2025
On Subjective Uncertainty Quantification and Calibration in Natural Language Generation
AISTATS 2025
Is In-Context Learning in Large Language Models Bayesian? A Martingale Perspective
ICML 2024
PWSHAP: A Path-Wise Explanation Model for Targeted Variables
ICML 2023