Charles A. Micchelli
8 papers · 2005–2010 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (18) π Interdisciplinary Bridge π Conference Polyglot (2) π Academic Marathon (5) π Cross-Pollinator (14)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Trend Setter
π₯
Unstoppable
(6)
β
The Questioner
Conferences
JMLR (6)
NIPS (2)
Top co-authors
Keywords
multi-task learning
(4)
kernel methods
(3)
convex optimization
(2)
support vector machine
(2)
spectral regularization
(2)
function approximation
(2)
sparse regression
(1)
multi-task structure learning
(1)
matrix norm regularization
(1)
supervised tasks
(1)
matrix norms
(1)
task clustering
(1)
linear regression
(1)
matrix completion
(1)
sparse optimization
(1)
alternating minimization
(1)
structured sparsity
(1)
convex penalty functions
(1)
penalty functions
(1)
sparsity pattern
(1)
Papers
A Family of Penalty Functions for Structured Sparsity
NIPS 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
NIPS 2007
Universal Kernels
JMLR 2006
Learning the Kernel Function via Regularization
JMLR 2005
Learning Multiple Tasks with Kernel Methods
JMLR 2005