Construct · 1 fields · 1 citations

lottery ticket hypothesis: a standalone construct

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

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Machine learning

dense networks contain sparse subnetworks that, trained from their original initialization, reach accuracy comparable to the full network.

In machine learning, lottery ticket hypothesis refers to dense networks contain sparse subnetworks that, trained from their original initialization, reach accuracy comparable to the full network. This meaning comes from Frankle (2018) in arXiv.[1]

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Nearby constructs

accuracy3 fields · 6 citationsjingle · one word, three constructs hypothesis2 fields · 2 citationsjingle · one word, two constructs learning6 fields · 14 citationsjingle · one name, six constructs

References

Frankle, J., & Carbin, M. (2018). The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks. arXiv. https://doi.org/10.48550/arxiv.1803.03635

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