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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 2 Sep 2016

      Unsure what to think about Stacked Regression Machines http://arxiv.org/abs/1608.04062  Did anyone repro, try on more datasets?

      5 replies 14 retweets 53 likes
    2. David Warde-Farley  🇪🇺‏ @dwf 3 Sep 2016
      Replying to @fchollet

      Just noticed: "arXiv admin note: text overlap with arXiv:1404.3606 by other authors" Doesn't bode so well...

      1 reply 1 retweet 2 likes
    3. Jasper‏ @latentjasper 3 Sep 2016
      Replying to @dwf @fchollet

      it'd be useful if they highlighted the text that overlaps

      1 reply 0 retweets 0 likes
    4. David Warde-Farley  🇪🇺‏ @dwf 3 Sep 2016
      Replying to @latentjasper @fchollet

      Indeed, though upon a quick scan I see no block quotes, so it doesn't look good.

      1 reply 0 retweets 0 likes
    5. François Chollet‏Verified account @fchollet 3 Sep 2016
      Replying to @dwf @latentjasper

      that paper is the central reference in the newer paper, so it doesn't look fishy to me. What I'm waiting for is repro.

      1 reply 0 retweets 2 likes
    6. David Warde-Farley  🇪🇺‏ @dwf 3 Sep 2016
      Replying to @fchollet @latentjasper

      It's still unattributed text, a serious academic no-no.

      1 reply 0 retweets 0 likes
    7. David Warde-Farley  🇪🇺‏ @dwf 3 Sep 2016
      Replying to @dwf @fchollet @latentjasper

      My point is not that it is itself a smoking gun but decreases my trust, as it suggests carelessness at best.

      1 reply 0 retweets 1 like
    8. François Chollet‏Verified account @fchollet 3 Sep 2016
      Replying to @dwf @latentjasper

      main thing that decreases my trust is that the paper fails to assert the implications of its own results. Also no code

      2 replies 0 retweets 2 likes
      François Chollet‏Verified account @fchollet 3 Sep 2016
      Replying to @fchollet @dwf @latentjasper

      should be a much bolder paper, with proper evidence backing it (code, more benchmarks)

      12:49 PM - 3 Sep 2016
      • 1 Like
      • Jasper
      0 replies 0 retweets 1 like

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