Giles Hooker
6 papers
· 2016–2025
· 3 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Conference Polyglot
(3)
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Academic Marathon
(9)
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Cross-Pollinator
(8)
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Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Trend Setter
Conferences
JMLR (3)
UAI (2)
AISTATS (1)
Top co-authors
Keywords
random forest
(2)
ensemble method
(2)
ensemble learning
(2)
gradient boosting
(1)
variance estimation
(1)
additive model
(1)
asymptotic normality
(1)
confidence interval
(1)
regression tree
(1)
variance decomposition
(1)
functional anovum
(1)
central limit theorem
(1)
interaction effect
(1)
limiting distribution
(1)
stochastic subsampling
(1)
stochastic gradient
(1)
supervised learning ensemble
(1)
uncertainty quantification
(1)
hypothesis testing
(1)
Papers
V-statistics and Variance Estimation
JMLR 2021