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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    1. François Chollet‏Verified account @fchollet 8 Jul 2016

      Depth matters: expressivity in DNNs goes thru a phase transition with depth. https://arxiv.org/pdf/1606.05340v2.pdf … (warning: contains Riemannian geometry)

      4 replies 36 retweets 99 likes
    2. François Chollet‏Verified account @fchollet 8 Jul 2016
      Replying to @fchollet

      Pretty dense paper. Always happy to see new theoretical work on deep learning. We need more of it.

      3 replies 1 retweet 6 likes
    3. Smerity‏ @Smerity 8 Jul 2016
      Replying to @fchollet

      Totally agreed on needing more theoretical work for DL. Any suggestions for pre-reading if I'm not well studied on Riemannian geo?

      2 replies 0 retweets 4 likes
      François Chollet‏Verified account @fchollet 8 Jul 2016
      Replying to @Smerity

      I found this enlightening and highly relevant to DL: https://www.amazon.com/Information-Translations-Mathematical-Monographs-Tanslations/dp/0821843028 …

      8:21 PM - 8 Jul 2016
      • 15 Likes
      • Florin Gogianu Jin-Hwa Kim Shashank Gupta Dev Nag Rodrigo Barros craig p. is a whole vibe Probably Approximately Correct Louis Maddox
      0 replies 0 retweets 15 likes

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