Laurent E. Ghaoui
4 papers · 2008–2012 · 1 venue · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Keyword Champion π§ Keyword Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
sparse optimization
(2)
compressed sensing
(1)
variance maximization
(1)
online learning
(1)
probabilistic modeling
(1)
convex optimization
(1)
probabilistic inference
(1)
feature selection
(1)
interpretability
(1)
topic modeling
(1)
ising model
(1)
maximum likelihood
(1)
cross validation
(1)
sparse principal component analysis
(1)
model selection
(1)
l1 regularization
(1)
sparse regression
(1)
log-partition function
(1)
convex clustering
(1)
sparse recovery
(1)
Papers
Recovery of Sparse Probability Measures via Convex Programming
NeurIPS 2012
Large-Scale Sparse Principal Component Analysis with Application to Text Data
NeurIPS 2011
A Convex Upper Bound on the Log-Partition Function for Binary Distributions
NeurIPS 2008
An Homotopy Algorithm for the Lasso with Online Observations
NeurIPS 2008