Micchelli, Charles A.

13 publications

NeurIPS 2010 A Family of Penalty Functions for Structured Sparsity Jean Morales, Charles A. Micchelli, Massimiliano Pontil

JMLR 2010 On Spectral Learning Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil

JMLR 2009 When Is There a Representer Theorem? Vector Versus Matrix Regularizers Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil

JMLR 2008 Universal Multi-Task Kernels Andrea Caponnetto, Charles A. Micchelli, Massimiliano Pontil, Yiming Ying

NeurIPS 2007 A Spectral Regularization Framework for Multi-Task Structure Learning Andreas Argyriou, Massimiliano Pontil, Yiming Ying, Charles A. Micchelli

MLJ 2007 Feature Space Perspectives for Learning the Kernel Charles A. Micchelli, Massimiliano Pontil

ICML 2006 A DC-Programming Algorithm for Kernel Selection Andreas Argyriou, Raphael Hauser, Charles A. Micchelli, Massimiliano Pontil

JMLR 2006 Universal Kernels Charles A. Micchelli, Yuesheng Xu, Haizhang Zhang

COLT 2005 Learning Convex Combinations of Continuously Parameterized Basic Kernels Andreas Argyriou, Charles A. Micchelli, Massimiliano Pontil

JMLR 2005 Learning Multiple Tasks with Kernel Methods Theodoros Evgeniou, Charles A. Micchelli, Massimiliano Pontil

JMLR 2005 Learning the Kernel Function via Regularization Charles A. Micchelli, Massimiliano Pontil

COLT 2004 A Function Representation for Learning in Banach Spaces Charles A. Micchelli, Massimiliano Pontil

NeurIPS 2004 Kernels for Multi--Task Learning Charles A. Micchelli, Massimiliano Pontil