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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. Dean Pomerleau‏ @deanpomerleau 18 Nov 2016

      Dean Pomerleau Retweeted hardmaru

      Talk about black-box & accountability problems. "Sorry, we locked you up 'cause NN said you looked like a criminal."https://twitter.com/hardmaru/status/799422354111676416 …

      Dean Pomerleau added,

      hardmaru @hardmaru
      We must be careful about how ML is used. Someone trained a convnet on a dataset of Mainland Chinese criminal faces. https://arxiv.org/abs/1611.04135  pic.twitter.com/RdxOxqKMET
      1 reply 3 retweets 3 likes
    2. Kyunghyun Cho‏ @kchonyc 18 Nov 2016
      Replying to @deanpomerleau

      Just to be fair to NN's, it's not only NN they tried, but also LR, kNN and SVM

      1 reply 1 retweet 3 likes
    3. hardmaru‏ @hardmaru 18 Nov 2016
      Replying to @kchonyc @deanpomerleau

      aside moral issues, also bad science. in the example data, 'good' people wore white collar. size of data too small.

      1 reply 2 retweets 5 likes
    4. François Chollet‏Verified account @fchollet 18 Nov 2016
      Replying to @hardmaru @kchonyc @deanpomerleau

      looks like it's likely to be measuring mutable facial expressions rather than immutable features.

      2 replies 0 retweets 3 likes
    5. nikete‏ @nikete 18 Nov 2016
      Replying to @fchollet @hardmaru and

      nikete Retweeted nikete

      the criminal and non-criminal pictures sources cofound the effect seehttps://twitter.com/nikete/status/799665104044208128 …

      nikete added,

      nikete @nikete
      Replying to @nikete
      the non-criminals are pictures they chose to upload to the web, the criminals have their ID picture used. pic.twitter.com/mBAmTrpB2L
      1 reply 1 retweet 6 likes
      François Chollet‏Verified account @fchollet 18 Nov 2016
      Replying to @nikete @hardmaru and

      wow, what terrible methodology. Topic aside, this is not even grade school level science.

      10:32 AM - 18 Nov 2016
      • 1 Retweet
      • 3 Likes
      • DOUGLAS Nantas Nardelli Dean Pomerleau
      1 reply 1 retweet 3 likes
        1. New conversation
        1. nikete‏ @nikete 18 Nov 2016
          Replying to @fchollet @hardmaru and

          it is interesting sociologically how many people link and discuss without pointing this out ;-)

          1 reply 1 retweet 2 likes
        2. Kyunghyun Cho‏ @kchonyc 18 Nov 2016
          Replying to @nikete @fchollet and

          perhaps b/c it's already obvious reading the abstract of the paper?

          1 reply 1 retweet 2 likes
        3. Show replies

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