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- W1532308130 abstract "The present study aims at insights into the nature of incremental learning in the context of Gold’s model of identification in the limit. With a focus on natural requirements such as consistency and conservativeness, incremental learning is analysed both for learning from positive examples and for learning from positive and negative examples. The results obtained illustrate in which way different consistency and conservativeness demands can affect the capabilities of incremental learners. These results may serve as a first step towards characterising the structure of typical classes learnable incrementally and thus towards elaborating uniform incremental learning methods." @default.
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- W1532308130 date "2006-01-01" @default.
- W1532308130 modified "2023-09-27" @default.
- W1532308130 title "Towards a Better Understanding of Incremental Learning" @default.
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- W1532308130 doi "https://doi.org/10.1007/11894841_16" @default.
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