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NIPS
2004
15 years 2 months ago
Computing regularization paths for learning multiple kernels
The problem of learning a sparse conic combination of kernel functions or kernel matrices for classification or regression can be achieved via the regularization by a block 1-norm...
Francis R. Bach, Romain Thibaux, Michael I. Jordan
55
Voted
ICML
2008
IEEE
16 years 1 months ago
Actively learning level-sets of composite functions
Brent Bryan, Jeff G. Schneider
59
Voted
ICALT
2008
IEEE
15 years 7 months ago
Realistic Learning Activity is Not Enough
John M. Carroll, Marcela Borge, Lu Xiao, Craig H. ...
104
Voted
AAAI
2006
15 years 2 months ago
kFOIL: Learning Simple Relational Kernels
A novel and simple combination of inductive logic programming with kernel methods is presented. The kFOIL algorithm integrates the well-known inductive logic programming system FO...
Niels Landwehr, Andrea Passerini, Luc De Raedt, Pa...