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GaryMarcus's profile
Gary Marcus
Gary Marcus
Gary Marcus
@GaryMarcus

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Gary Marcus

@GaryMarcus

CEO/Founder of http://Robust.AI ; cognitive scientist, and best-selling author. New book: http://Rebooting.AI : Building Artificial Intelligence We Can Trust

garymarcus.com
Joined December 2010

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    1. Tal Linzen‏ @tallinzen 7 Oct 2018
      • Report Tweet

      Tal Linzen Retweeted Joe Pater

      Just read the Berent & @GaryMarcus response. Summarizes familiar arguments against 1980s-style connectionism, but it would have been useful to see a discussion of more recent work, e.g.https://twitter.com/Joe_Pater/status/1048569045438541826 …

      Tal Linzen added,

      Joe Pater @Joe_Pater
      The commentaries on "Generative Linguistics and Neural Networks at 60" are all linked from this page now: https://blogs.umass.edu/pater/2018/10/06/commentaries-on-generative-linguistics-and-neural-networks-at-60/ … It will all appear in Language March 2019. h/t @adinamwilliams! Authors on Twitter: @tallinzen @ChrisGPotts @ewandun @GaryMarcus
      Show this thread
      2 replies 3 retweets 24 likes
      Show this thread
      Gary Marcus‏ @GaryMarcus 7 Oct 2018
      • Report Tweet
      Replying to @tallinzen

      the old arguments still hold; we gave examples from Brendan Lakes work, a new paper from Pater on dropout (that i didn’t know of) makes clear that generalization to novel features remains outside the scope, two decades after i pointed out the problem

      10:49 AM - 7 Oct 2018
      • 1 Retweet
      • 5 Likes
      • Guillermo Puebla Yuval Marton Pat Inc; now waitlisting for early access. Domenico Bellomo Tal Linzen Burak Babacan
      2 replies 1 retweet 5 likes
        1. New conversation
        2. Tal Linzen‏ @tallinzen 7 Oct 2018
          • Report Tweet
          Replying to @GaryMarcus

          I agree that those are still good arguments, but your response seems to me to be too pessimistic about the odds of overcoming these issues in neural networks.

          2 replies 0 retweets 0 likes
        3. Tal Linzen‏ @tallinzen 7 Oct 2018
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          Replying to @tallinzen @GaryMarcus

          Perhaps neural networks with stronger inductive biases are not "real" networks anymore, but then it becomes an uninteresting terminological debate. I don't think as many people in the AI community these days really endorse the "associationist hypothesis" as you make it seem.

          0 replies 0 retweets 4 likes
        4. End of conversation
        1. Rebel Science‏ @RebelScience 7 Oct 2018
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          Replying to @GaryMarcus @tallinzen

          Marcus loves to point out problems that most of us have known about for a long time. His solution: let's return to the baby boomer symbolic AI of the last century and let's study CYC. Pathetic. 😀😂🤣

          0 replies 0 retweets 0 likes
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