Geoffrey I. Webb
4 papers · 2013–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Research topics
Keywords
federated learning
(1)
semi-supervised learning
(1)
probabilistic modeling
(1)
logistic regression
(1)
scalable learning
(1)
knowledge distillation
(1)
kullback-leibler divergence
(1)
conditional independence
(1)
bayesian network
(1)
graphical model
(1)
markov network
(1)
random forest
(1)
naive baye
(1)
bayesian network classifier
(1)
k-dependence bayesian classifier
(1)
out-of-core learner
(1)
discriminative selection
(1)
decomposable model
(1)
hellinger distance
(1)
hard label
(1)
Papers
Little Is Enough: Boosting Privacy by Sharing Only Hard Labels in Federated Semi-Supervised Learning
AAAI 2025
Computing Divergences between Discrete Decomposable Models
AAAI 2023
Scalable Learning of Bayesian Network Classifiers
JMLR 2016
Alleviating Naive Bayes Attribute Independence Assumption by Attribute Weighting
JMLR 2013