3624 search results - page 184 / 725 » Learning to learn: From smart machines to intelligent machin... |
192
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ECML
2006
Springer
15 years 10 months ago
2006
Springer
We describe a reinforcement learning system that transfers skills from a previously learned source task to a related target task. The system uses inductive logic programming to ana...
156
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ALT
2005
Springer
16 years 3 months ago
2005
Springer
We bound the future loss when predicting any (computably) stochastic sequence online. Solomonoff finitely bounded the total deviation of his universal predictor M from the true ...
181
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ALT
2004
Springer
16 years 3 months ago
2004
Springer
Finding a good pattern which discriminates one set of strings from the other set is a critical task in knowledge discovery. In this paper, we review a series of our works concernin...
159
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ICML
2002
IEEE
16 years 7 months ago
2002
IEEE
We empirically evaluate several state-of-theart methods for constructing ensembles of heterogeneous classifiers with stacking and show that they perform (at best) comparably to se...
162
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IJCAI
2007
15 years 8 months ago
2007
We present a general machine learning framework for modelling the phenomenon of missing information in data. We propose a masking process model to capture the stochastic nature of...