Lawrence Saul
4 papers · 2010–2014 · 2 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird π Conference Polyglot (2)
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Cross-Pollinator
(14)
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Trend Setter
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Conference Pioneer
Conferences
AISTATS (3)
ICML (1)
Top co-authors
Keywords
semi-supervised learning
(1)
online learning
(1)
variational inference
(1)
structured prediction
(1)
sequence labeling
(1)
text classification
(1)
probabilistic inference
(1)
topic modeling
(1)
expectation maximization
(1)
part-of-speech tagging
(1)
large margin classification
(1)
low-rank approximation
(1)
covariance matrix
(1)
hierarchical dirichlet process
(1)
confidence-weighted learning
(1)
linear classification
(1)
least squares regression
(1)
variational approximation
(1)
support vector machine
(1)
latent variable model
(1)
Papers
A Gaussian Latent Variable Model for Large Margin Classification of Labeled and Unlabeled Data
AISTATS 2014
A Variational Approximation for Topic Modeling of Hierarchical Corpora
ICML 2013
Hidden-Unit Conditional Random Fields
AISTATS 2011
Exploiting Feature Covariance in High-Dimensional Online Learning
AISTATS 2010