David M. Blei
44 papers
· 2003–2024
· 8 conferences
· across top CS/AI conferences
Achievements
π
Renaissance Researcher
(8)
π§
Keyword Pioneer
π
Academic Marathon
(21)
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Interdisciplinary Bridge
π
Cross-Pollinator
(14)
π
Conference Polyglot
(8)
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(29)
π
Conference Loyalist
(24)
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Keyword Trendsetter Combo
(4)
π
Keyword Champion
(10)
π¬
Deep Specialist
(18)
π±
Topic Pioneer
ποΈ
Keyword Collector
(100)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Trend Setter
β
The Questioner
π
Century Club
(44)
π₯
Unstoppable
(7)
Conferences
NIPS (24)
JMLR (9)
AISTATS (3)
ICML (3)
UAI (2)
ICLR (1)
MLHC (1)
NAACL (1)
Top co-authors
Keywords
variational inference
(16)
bayesian inference
(7)
topic modeling
(7)
bayesian nonparametrics
(6)
topic model
(6)
latent dirichlet allocation
(6)
large language model
(4)
hierarchical dirichlet process
(4)
latent variable
(4)
probabilistic model
(4)
probabilistic modeling
(3)
causal inference
(3)
online learning
(3)
bayesian nonparametric
(3)
dirichlet process
(3)
stochastic optimization
(3)
gibbs sampling
(3)
stochastic blockmodel
(3)
stochastic gradient descent
(2)
hierarchical model
(2)
Papers
Stochastic Variational Inference
JMLR 2013
Variational Inference for Adaptor Grammars
NAACL 2010
Mixed Membership Stochastic Blockmodels
JMLR 2008
Syntactic Topic Models
NIPS 2008
Mixed Membership Stochastic Blockmodels
NIPS 2008
Supervised Topic Models
NIPS 2007
Latent Dirichlet Allocation
JMLR 2003
Matching Words and Pictures
JMLR 2003