738 search results - page 22 / 148 » More generality in efficient multiple kernel learning |
115
Voted
CVPR
2010
IEEE
14 years 12 months ago
2010
IEEE
We address the problem of computing joint sparse representation of visual signal across multiple kernel-based representations. Such a problem arises naturally in supervised visual...
88
Voted
MLG
2007
Springer
15 years 8 months ago
2007
Springer
We give a universal kernel that renders all the regular languages linearly separable. We are not able to compute this kernel efficiently and conjecture that it is intractable, but...
138
Voted
IJCAI
2001
15 years 3 months ago
2001
R-max is a very simple model-based reinforcement learning algorithm which can attain near-optimal average reward in polynomial time. In R-max, the agent always maintains a complet...
144
Voted
COLT
2003
Springer
15 years 7 months ago
2003
Springer
The application of statistical methods to natural language processing has been remarkably successful over the past two decades. But, to deal with recent problems arising in this ï¬...
118
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EUROCOLT
1995
Springer
15 years 5 months ago
1995
Springer
k. The model we study can be interpreted as a broad, abstract extension of the well-studied on-line prediction model to a general decision-theoretic setting. We show that the multi...