1800 search results - page 109 / 360 » Learning Restart Strategies |
126
Voted
EUSFLAT
2003
15 years 6 months ago
2003
In this paper we present the application of a particular neuro-fuzzy system, named KERNEL, to the problem of differential diagnosis of erythematosquamous diseases, which represen...
169
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COLT
2003
Springer
15 years 9 months ago
2003
Springer
This paper extends the game-theoretic notion of internal regret to the case of on-line potfolio selection problems. New sequential investment strategies are designed to minimize th...
141
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NIPS
1998
15 years 6 months ago
1998
We propose a novel strategy for training neural networks using sequential Monte Carlo algorithms. This global optimisation strategy allows us to learn the probability distribution...
165
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TKDE
2012
13 years 7 months ago
2012
—Online learning algorithms often have to operate in the presence of concept drifts. A recent study revealed that different diversity levels in an ensemble of learning machines a...
131
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FLAIRS
2006
15 years 6 months ago
2006
This paper presents strategies and lessons learned from the use of natural language annotations to facilitate question answering in the START information access system.