Rina Foygel
6 papers · 2010–2012 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (2) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (22)
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Keyword Pioneer
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Keyword Champion
(2)
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Trend Setter
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Conference Pioneer
Conferences
NIPS (5)
COLT (1)
Top co-authors
Keywords
matrix completion
(2)
matrix factorization
(2)
nuclear norm
(2)
trace norm
(2)
sampling distribution
(1)
oracle inequality
(1)
gene expression
(1)
convex relaxation
(1)
sparse regression
(1)
sparse prediction
(1)
nonparametric regression
(1)
multivariate regression
(1)
lasso
(1)
matrix learning
(1)
bayesian information criterion
(1)
graphical structure recovery
(1)
inverse covariance
(1)
nuclear norm regularization
(1)
inverse covariance matrix
(1)
graphical lasso
(1)
Papers
Sparse Prediction with the $k$-Support Norm
NIPS 2012
Nonparametric Reduced Rank Regression
NIPS 2012
Matrix reconstruction with the local max norm
NIPS 2012
Learning with the weighted trace-norm under arbitrary sampling distributions
NIPS 2011
Concentration-Based Guarantees for Low-Rank Matrix Reconstruction
COLT 2011
Extended Bayesian Information Criteria for Gaussian Graphical Models
NIPS 2010