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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
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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. Teemu Roos #ISupportTimnit‏ @teemu_roos 27 Dec 2019
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      Replying to @AnimaAnandkumar @andrewgwils

      I’m stupefied by the arguing (which some call ”war”) going on within the ML community. Do some people actually think in such black’n’white dogmatic ways? And do some people actually think that they have a ”leader”? Honest question.

      1 reply 0 retweets 9 likes
    3. Atlatic‏ @_atlatic 27 Dec 2019
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      Replying to @teemu_roos @AnimaAnandkumar @andrewgwils

      Nope. And nope. This are just strawmen from Anima. Plenty of deep learning researchers do Bayesian research, and Yann LeCun is hardly a leader these days.

      1 reply 0 retweets 2 likes
    4. Teemu Roos #ISupportTimnit‏ @teemu_roos 27 Dec 2019
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      Replying to @_atlatic @AnimaAnandkumar @andrewgwils

      I hope we could avoid getting too personal and have a reasoned discussion (not ”war” again!) 🙏 I just wanted to make an honest question. The way I was trained to do science is to avoid dogmas and to use whatever works. Certainly not to hail a great leader.

      2 replies 0 retweets 4 likes
    5. Atlatic‏ @_atlatic 27 Dec 2019
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      Replying to @teemu_roos @AnimaAnandkumar @andrewgwils

      "use whatever works" describes deep learning community pretty well. Too well, in fact. The reason Bayesianism or Symbolism is not popular inside DL is precisely because they don't work, and it's not because of a lack of trying.

      2 replies 1 retweet 0 likes
    6. Atlatic‏ @_atlatic 27 Dec 2019
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      Replying to @_atlatic @teemu_roos and

      And deep learning community will be more than happy to adopt new ideas, but they must be shown to work well in practice, not just on paper.

      1 reply 0 retweets 1 like
    7. Prof. Anima Anandkumar‏ @AnimaAnandkumar 27 Dec 2019
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      Replying to @_atlatic @teemu_roos @andrewgwils

      This is shallow thinking. Just focusing on using a tool without understanding it leads to biased black boxes with adverse real world effects. This is a dangerous dogma to only focus on applying without understanding.

      2 replies 0 retweets 1 like
      Prof. Anima Anandkumar‏ @AnimaAnandkumar 27 Dec 2019
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      Replying to @AnimaAnandkumar @_atlatic and

      I clearly stated that it is my belief that Bayesian methods are pivotal for safety critical applications. Your cluelessness amuses me.

      4:19 AM - 27 Dec 2019
      0 replies 0 retweets 0 likes

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