Aharon Ben-tal
4 papers · 2009–2012 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Keywords
multiple kernel learning
(3)
kernel methods
(3)
convex optimization
(3)
mirror descent
(3)
mixed-norm regularization
(2)
support vector machine
(2)
mirror descent algorithm
(2)
robust optimization
(1)
conic quadratic programming
(1)
sparse learning
(1)
object categorization
(1)
kernel matrix learning
(1)
similarity matrix
(1)
convex loss function
(1)
saddle point
(1)
Papers
Efficient Methods for Robust Classification Under Uncertainty in Kernel Matrices
JMLR 2012
Variable Sparsity Kernel Learning
JMLR 2011
Efficient algorithms for learning kernels from multiple similarity matrices with general convex loss functions
NeurIPS 2010
On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation
NeurIPS 2009