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michael_nielsen's profile
michael_nielsen
michael_nielsen
michael_nielsen
@michael_nielsen

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michael_nielsen

@michael_nielsen

Searching for the numinous. Co-purveyor of https://quantum.country/ 

San Francisco, CA
michaelnielsen.org
Joined July 2008

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    1. michael_nielsen‏ @michael_nielsen 15 Nov 2017
      • Report Tweet

      New working notes: "Reduced MNIST: how well can machines learn from small data?" http://cognitivemedium.com/rmnist 

      5 replies 24 retweets 72 likes
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    2. michael_nielsen‏ @michael_nielsen 15 Nov 2017
      • Report Tweet

      How well can a machine learn to classify digits if it has just a single example of each?

      1 reply 1 retweet 8 likes
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      michael_nielsen‏ @michael_nielsen 15 Nov 2017
      • Report Tweet

      Or, if we're feeling generous, say 5 or 10 examples of each?

      11:04 PM - 15 Nov 2017
      • 1 Retweet
      • 4 Likes
      • Emmanuel T Odeke Sebastian Bensusan Stoyan Stoyanov James Mishra michael_nielsen
      1 reply 1 retweet 4 likes
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        1. hardmaru  😷‏ @hardmaru 15 Nov 2017
          • Report Tweet
          Replying to @michael_nielsen

          Their result of RMNIST/10: 92.07% is not bad at all.

          1 reply 1 retweet 4 likes
        2. michael_nielsen‏ @michael_nielsen 15 Nov 2017
          • Report Tweet
          Replying to @hardmaru

          I'd be surprised if it's not possible to get above 99%. But it might take quite some iteration to get there!

          2 replies 1 retweet 2 likes
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