David Newman
10 papers
· 2006–2014
· 6 conferences
· across top CS/AI conferences
Achievements
π
Cross-Pollinator
(14)
π
Conference Polyglot
(6)
π
Academic Marathon
(8)
πΊοΈ
Taxonomy Completionist
(20)
π
Renaissance Researcher
(5)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Interdisciplinary Bridge
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Century Club
(10)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (3)
COLING (2)
EACL (2)
ACL (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
topic model
(4)
latent dirichlet allocation
(3)
bayesian inference
(2)
topic modeling
(2)
variational inference
(2)
gibbs sampling
(2)
variational bayesian
(1)
hierarchical bayesian
(1)
variational bayesian inference
(1)
collapsed variational inference
(1)
distributed inference
(1)
hierarchical dirichlet process
(1)
distributed gibbs sampling
(1)
topic coherence
(1)
semantic themes
(1)
bayesian network
(1)
probabilistic model
(1)
distributed algorithm
(1)
structured prior
(1)
probabilistic modeling
(1)
Papers
Automatic Labelling of Topic Models
ACL 2011
Automatic Evaluation of Topic Coherence
NAACL 2010
Best Topic Word Selection for Topic Labelling
COLING 2010
Distributed Algorithms for Topic Models
JMLR 2009