Laurent E. Ghaoui
4 papers · 2008–2012 · 1 conference · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer
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Keyword Champion
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Trend Setter
Conferences
NIPS (4)
Top co-authors
Keywords
sparse optimization
(2)
compressed sensing
(1)
model selection
(1)
online learning
(1)
probabilistic modeling
(1)
convex optimization
(1)
probabilistic inference
(1)
feature selection
(1)
cross-validation
(1)
interpretability
(1)
ising model
(1)
maximum likelihood
(1)
sparse principal component analysis
(1)
variance maximization
(1)
l1 regularization
(1)
sparse regression
(1)
log-partition function
(1)
convex clustering
(1)
linear programming
(1)
l1 penalized regression
(1)
Papers
Recovery of Sparse Probability Measures via Convex Programming
NIPS 2012
Large-Scale Sparse Principal Component Analysis with Application to Text Data
NIPS 2011
An Homotopy Algorithm for the Lasso with Online Observations
NIPS 2008
A Convex Upper Bound on the Log-Partition Function for Binary Distributions
NIPS 2008