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AnimaAnandkumar's profile
Prof. Anima Anandkumar
Prof. Anima Anandkumar
Prof. Anima Anandkumar
@AnimaAnandkumar

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Prof. Anima Anandkumar

@AnimaAnandkumar

Director of #AI #research @nvidia, Bren #Professor @Caltech, Fmr Principal scientist @awscloud #Sloan fellow #Tensors Erdos #2 #dancer http://anima-ai.org 

Santa Clara, CA
tensorlab.cms.caltech.edu/users/anima/
Joined October 2014

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    1. Prof. Anima Anandkumar‏ @AnimaAnandkumar 26 Dec 2019
      • Report Tweet
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      Prof. Anima Anandkumar Retweeted Andrew Gordon Wilson

      I am not surprised at cluelessness of young #DeepLearning researchers given their leader is a dogmatic bully. Bayesian methods will be increasingly important as safety-critical applications like #SelfDriving and #healthcare deploy #AI. @andrewgwils has a great threadhttps://twitter.com/andrewgwils/status/1210354001041969152 …

      Prof. Anima Anandkumar added,

      Andrew Gordon Wilson @andrewgwils
      Bayesian methods are *especially* compelling for deep neural networks. The key distinguishing property of a Bayesian approach is marginalization instead of optimization, not the prior, or Bayes rule. This difference will be greatest for underspecified models like DNNs. 1/18 https://twitter.com/carlesgelada/status/1208618401729568768 …
      Show this thread
      3 replies 13 retweets 119 likes
    2. Jacob Buckman‏ @jacobmbuckman 28 Dec 2019
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      Replying to @AnimaAnandkumar @andrewgwils

      I work closely with @carlesgelada and he is one of the most open-minded, least dogma-driven researchers I know. We have been thinking hard about safety, and it's for exactly that reason that we are critical of Bayesian NNs. 1/3

      2 replies 0 retweets 9 likes
    3. Prof. Anima Anandkumar‏ @AnimaAnandkumar 28 Dec 2019
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      Replying to @jacobmbuckman @andrewgwils @carlesgelada

      Calling an entire area useless is the opposite of open minded outlook and very definition of dogma. Provocation can start interesting discussions but it's wrong way to have a discourse.

      3 replies 0 retweets 1 like
    4. Jacob Buckman‏ @jacobmbuckman 28 Dec 2019
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      Replying to @AnimaAnandkumar @andrewgwils @carlesgelada

      Carles's tweets were quite measured & non-provocative. He did not say BNNs were "useless" -- he said "makes no sense", a clear invitation for people to explain & inform. Later on in the thread, he even explicitly gives examples where BNNs may be useful (though he is bearish).

      1 reply 0 retweets 2 likes
    5. Prof. Anima Anandkumar‏ @AnimaAnandkumar 28 Dec 2019
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      Replying to @jacobmbuckman @andrewgwils @carlesgelada

      Twitter makes it hard to infer tone and intentions. In any case "makes no sense" is still negative. Instead he could have explicitly said he would like to learn more about it. Instead he himself called it controversial. A clear attempt at provocation

      1 reply 0 retweets 1 like
    6. Jacob Buckman‏ @jacobmbuckman 28 Dec 2019
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      Replying to @AnimaAnandkumar @andrewgwils @carlesgelada

      I certainly don't think that forbidding all negative comments will lead to productive scientific discourse. Also, leading with "Controversial Opinion" was for the explicit purpose of inviting discussion -- the tweet would be far more provocative without it! 1/2

      1 reply 0 retweets 2 likes
    7. Jacob Buckman‏ @jacobmbuckman 28 Dec 2019
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      Replying to @jacobmbuckman @AnimaAnandkumar and

      Also, Carles had about 800 followers at the time. I'm confident most of those understood his intentions. In contrast, how many of your 25k followers do you think judged Carles negatively on the basis of your Tweet, without even reading his original, nuanced criticism? 2/2

      1 reply 0 retweets 0 likes
    8. Prof. Anima Anandkumar‏ @AnimaAnandkumar 28 Dec 2019
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      Replying to @jacobmbuckman @andrewgwils @carlesgelada

      "makes no sense" is a demeaning way to put down an entire area. adversely affects graduate students working in the field. If you want to have scientific discussions with me you are welcome. if you persist and continue to attack me I will be forced to block you

      1 reply 0 retweets 0 likes
    9. Jacob Buckman‏ @jacobmbuckman 28 Dec 2019
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      Replying to @AnimaAnandkumar @andrewgwils @carlesgelada

      An attack wasn't my intention, I'm sorry! It just greatly upset me to see my friend demeaned on such a large platform. I think that he deserves an apology.

      1 reply 0 retweets 0 likes
    10. Prof. Anima Anandkumar‏ @AnimaAnandkumar 28 Dec 2019
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      Replying to @jacobmbuckman @andrewgwils @carlesgelada

      I wasn't referring to anyone in particular when I said young researchers are swayed by shallow trends and dogmatic leaders which prevent them from pursuing new directions. I never attacked @carlesgelada I wasn't referring to him. Even previously I have made similar comments

      2 replies 0 retweets 1 like
      Prof. Anima Anandkumar‏ @AnimaAnandkumar 28 Dec 2019
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      Replying to @AnimaAnandkumar @jacobmbuckman and

      And I am sorry if I caused any harm. I strive to bring healthy culture of discourse to #AIDebate I will write about Bayesian NN after my vacation. Hope you all have a great holiday season!

      9:05 PM - 28 Dec 2019 from Mysore, India
      • 2 Retweets
      • 9 Likes
      • MONTREAL.AI Sara Hooker Koushik Reiichiro Nakano Muzaffer Kal @🏡 Carles Gelada Jacob Buckman Vincent Boucher 🕊 Miguel I. Solano
      1 reply 2 retweets 9 likes
        1. Jacob Buckman‏ @jacobmbuckman 28 Dec 2019
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          Replying to @AnimaAnandkumar @andrewgwils @carlesgelada

          You as well! Looking forward to the post :-)

          0 replies 0 retweets 3 likes
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