Karl Stelzner
6 papers
· 2019–2020
· 4 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Interdisciplinary Bridge
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Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(10)
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Conference Pioneer
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Trend Setter
Conferences
ICML (2)
PGM (2)
ICLR (1)
UAI (1)
Top co-authors
Keywords
sum-product network
(4)
tractable inference
(2)
ensemble learning
(1)
bayesian inference
(1)
scene understanding
(1)
density estimation
(1)
uncertainty quantification
(1)
deep learning
(1)
automatic differentiation
(1)
exact inference
(1)
model pruning
(1)
expectation-maximization algorithm
(1)
generative model
(1)
probabilistic model
(1)
probabilistic graphical model
(1)
variational autoencoder
(1)
generative image model
(1)
probabilistic circuit
(1)
conditional density estimation
(1)
discriminative model
(1)
Papers
Residual Sum-Product Networks
PGM 2020