Pedro Domingos
10 papers
· 2008–2018
· 6 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(21)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
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Conference Polyglot
(6)
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Academic Marathon
(10)
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Cross-Pollinator
(14)
π§
Keyword Pioneer
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Keyword Champion
(2)
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Trend Setter
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Century Club
(10)
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Conference Pioneer
Conferences
NIPS (3)
EMNLP (2)
ICML (2)
ACL (1)
AISTATS (1)
ICLR (1)
Top co-authors
Keywords
probabilistic inference
(3)
tractable inference
(3)
probabilistic modeling
(3)
graphical model
(3)
sum-product network
(3)
markov network
(2)
probabilistic model
(2)
exact inference
(1)
gibbs sampling
(1)
discriminative training
(1)
deep architecture
(1)
zero-one loss
(1)
generative model
(1)
junction tree
(1)
probabilistic graphical model
(1)
arithmetic circuit
(1)
exchangeable sequence
(1)
inference mechanism
(1)
theoretical properties
(1)
exchangeable variable model
(1)
Papers
On Theoretical Properties of Sum-Product Networks
AISTATS 2015
Exchangeable Variable Models
ICML 2014
Learning Efficient Markov Networks
NIPS 2010
Unsupervised Semantic Parsing
EMNLP 2009