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A winning ticket wins on its initial weights: the connections it keeps started at values that happen to make training work.

Drawn from what Michael Carbin and Jonathan Frankle said

Subjectpruning
What this subject means

pruning Cutting connections that are not doing the work — in a trained network, and in a developing brain.

Interesting
A private bookmark. Not a position, and never counted.

What they actually said

Word for word, with the source under each one. They did not write this page.

  1. Michael Carbin The winning tickets we find have won the initialization lottery: their connections have initial weights that make training particularly effective. arxiv.org

    Associate professor at MIT

    Their wordsThe winning tickets we find have won the initialization lottery: their connections have initial weights that make training particularly effective.

    Where this was said

    ↗Frankle & Carbin, "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" (arXiv)arxiv.org

    All 10 korrents from this piecethis one is 8th

  2. Jonathan Frankle The winning tickets we find have won the initialization lottery: their connections have initial weights that make training particularly effective. arxiv.org

    Chief AI scientist at Databricks

    Their wordsThe winning tickets we find have won the initialization lottery: their connections have initial weights that make training particularly effective.

    Where this was said

    ↗Frankle & Carbin, "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" (arXiv)arxiv.org

    All 10 korrents from this piecethis one is 7th

Added to korrents 9 Mar 2018 · How quotes work · Something wrong? Tell us

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