David A. Knowles
5 papers
· 2009–2025
· 2 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(20)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(2)
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Academic Marathon
(16)
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Cross-Pollinator
(15)
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Trend Setter
Conferences
NIPS (4)
AISTATS (1)
Top co-authors
Keywords
bayesian inference
(2)
unsupervised learning
(2)
dimensionality reduction
(1)
representation learning
(1)
feature learning
(1)
bayesian nonparametrics
(1)
nonparametric bayesian
(1)
variational inference
(1)
principal component analysis
(1)
logistic regression
(1)
high dimensional data
(1)
supervised learning
(1)
distributed computing
(1)
markov chain monte carlo
(1)
parallel computing
(1)
message passing
(1)
distributed inference
(1)
hilbert-schmidt independence criterion
(1)
indian buffet process
(1)
variational message passing
(1)
Papers
The VampPrior Mixture Model
AISTATS 2025