Geoffrey Holmes
6 papers · 2007–2025 · 2 conferences · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐ Interdisciplinary Bridge ๐ Renaissance Researcher (6) ๐บ๏ธ Taxonomy Completionist (12) ๐งญ Keyword Pioneer
๐
Conference Polyglot
(2)
๐
Academic Marathon
(18)
๐
Cross-Pollinator
(9)
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Trend Setter
๐
Conference Pioneer
Conferences
JMLR (4)
ACML (2)
Top co-authors
Keywords
online learning
(1)
ensemble learning
(1)
attention mechanism
(1)
probability estimation
(1)
isotonic regression
(1)
multiple instance learning
(1)
monte carlo sampling
(1)
software engineering
(1)
siamese neural network
(1)
probability calibration
(1)
bayesian quadrature
(1)
data stream
(1)
data mining
(1)
shapley value
(1)
kernel herding
(1)
quasi-monte carlo
(1)
data stream mining
(1)
hoeffding tree
(1)
platt scaling
(1)
open source software
(1)
Papers
Multiple Instance Verification
JMLR 2025
Sampling Permutations for Shapley Value Estimation
JMLR 2022
Probability Calibration Trees
ACML 2017
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
ACML 2010
WEKAโExperiences with a Java Open-Source Project
JMLR 2010
The Need for Open Source Software in Machine Learning
JMLR 2007