Construct · 1 fields · 1 citations

meta-learning: a standalone construct

One name. One construct. A landmark on the map.

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Machine learning

improving a learning algorithm itself across many tasks so that new tasks can be learned faster or from less data.

In machine learning, meta-learning refers to improving a learning algorithm itself across many tasks so that new tasks can be learned faster or from less data. This meaning comes from Hospedales (2021) in IEEE Transactions on Pattern Analysis and Machine Intelligence.[1]

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Nearby constructs

dermoscopic pattern analysis1 fields · 1 citationsanchor · a standalone construct intelligence6 fields · 14 citationsjingle · one name, six constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Hospedales, T. M., Antoniou, A., Micaelli, P., & Storkey, A. J. (2021). Meta-Learning in Neural Networks: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1-1. https://doi.org/10.1109/tpami.2021.3079209

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