Rina Foygel
6 papers · 2010–2012 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Bronze π§ Keyword Pioneer
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Venues
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Research topics
Machine Learning
(6)
Optimization & Theory Β· Machine Learning
(6)
Core Methods
(5)
Mathematics & Optimization
(4)
Learning Types
(3)
Optimization
(3)
Deep Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Mathematics
(1)
Keywords
trace norm
(3)
learning guarantee
(2)
nuclear norm
(2)
max norm
(2)
low-rank matrix
(2)
matrix factorization
(2)
matrix completion
(2)
sampling distribution
(1)
sparse prediction
(1)
low-rank approximation
(1)
sparse regression
(1)
nonparametric regression
(1)
multivariate regression
(1)
lasso regression
(1)
convex relaxation
(1)
collaborative filtering
(1)
high-dimensional regression
(1)
matrix learning
(1)
matrix norms
(1)
gene expression
(1)
Papers
Matrix reconstruction with the local max norm
NeurIPS 2012
Nonparametric Reduced Rank Regression
NeurIPS 2012
Sparse Prediction with the k-Support Norm
NeurIPS 2012
Concentration-Based Guarantees for Low-Rank Matrix Reconstruction
COLT 2011
Learning with the weighted trace-norm under arbitrary sampling distributions
NeurIPS 2011
Extended Bayesian Information Criteria for Gaussian Graphical Models
NeurIPS 2010