4 search results - page 1 / 1 » Multi-task and Lifelong Learning of Kernels |
85
Voted
COLT
2008
Springer
15 years 7 days ago
2008
Springer
Coordinate gradient learning is motivated by the problem of variable selection and determining variable covariation. In this paper we propose a novel unifying framework for coordi...
JMLR
2008
14 years 10 months ago
2008
In this paper we are concerned with reproducing kernel Hilbert spaces HK of functions from an input space into a Hilbert space Y, an environment appropriate for multi-task learnin...
100
Voted
CVPR
2010
IEEE
15 years 26 days ago
2010
IEEE
Automatic age estimation from facial images has aroused research interests in recent years due to its promising potential for some computer vision applications. Among the methods ...
84
Voted
KDD
2004
ACM
15 years 11 months ago
2004
ACM
Past empirical work has shown that learning multiple related tasks from data simultaneously can be advantageous in terms of predictive performance relative to learning these tasks...