Genevera Allen
3 papers
· 2012–2014
· 2 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(2)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
exponential families
(2)
unsupervised learning
(1)
feature selection
(1)
tensor decomposition
(1)
dimension reduction
(1)
sparse principal component analysis
(1)
exponential family
(1)
network structure
(1)
network structure estimation
(1)
network estimation
(1)
neighborhood selection
(1)
penalized regression
(1)
penalized estimation
(1)
network recovery
(1)
markov random field
(1)
graphical model
(1)
generalized linear model
(1)
sparse principal component
(1)
higher-order svd
(1)
markov network
(1)
Papers
Mixed Graphical Models via Exponential Families
AISTATS 2014
Sparse Higher-Order Principal Components Analysis
AISTATS 2012