Charles A. Micchelli
8 papers · 2005–2010 · 2 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π Conference Polyglot Β· Bronze
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(2)
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Unstoppable Β· Bronze
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The Questioner
Venues
Top co-authors
Research topics
Keywords
multi-task learning
(5)
kernel methods
(4)
convex optimization
(2)
function approximation
(2)
support vector machine
(2)
spectral regularization
(2)
collaborative filtering
(1)
multi-task structure learning
(1)
feature learning
(1)
sparse regression
(1)
sparse optimization
(1)
feature space
(1)
matrix norm regularization
(1)
supervised tasks
(1)
linear regression
(1)
reproducing kernel hilbert space
(1)
task clustering
(1)
matrix completion
(1)
matrix norms
(1)
representer theorem
(1)
Papers
A Family of Penalty Functions for Structured Sparsity
NeurIPS 2010
On Spectral Learning
JMLR 2010
When Is There a Representer Theorem? Vector Versus Matrix Regularizers
JMLR 2009
Universal Multi-Task Kernels
JMLR 2008
A Spectral Regularization Framework for Multi-Task Structure Learning
NeurIPS 2007
Universal Kernels
JMLR 2006
Learning Multiple Tasks with Kernel Methods
JMLR 2005
Learning the Kernel Function via Regularization
JMLR 2005