Aharon Ben-tal
4 papers · 2009–2012 · 2 conferences · across top CS/AI conferences
Achievements
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Conferences
JMLR (2)
NIPS (2)
Top co-authors
Keywords
convex optimization
(3)
kernel methods
(3)
multiple kernel learning
(3)
mirror descent
(3)
support vector machine
(2)
mirror descent algorithm
(2)
mixed-norm regularization
(2)
conic quadratic programming
(1)
sparse learning
(1)
object categorization
(1)
kernel matrix learning
(1)
similarity matrix
(1)
saddle point
(1)
robust optimization
(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
NIPS 2010
On the Algorithmics and Applications of a Mixed-norm based Kernel Learning Formulation
NIPS 2009