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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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    Prof. Anima Anandkumar‏ @AnimaAnandkumar 12 Dec 2019
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    Florian Schafer and I have a #NeurIPS2019 poster #195 today from 10:45 to 12:45. GAN training is unstable + mode collapse. How to fix optimization in GANs? We propose competitive gradient descent: each update is a Nash equilibrium of a local game. Blog: https://f-t-s.github.io/projects/cgd/ pic.twitter.com/RinSTyKiyg

    9:13 AM - 12 Dec 2019
    • 41 Retweets
    • 213 Likes
    • Akanksha Ahuja pq Matthew Teow Adithi Deborah Diego Francisco Valenzuela Iturra Sergio (@🏠)🌹#BlackLivesMatter kunal kumar Van Gomes Florent Storme
    1 reply 41 retweets 213 likes
      1. New conversation
      1. Prof. Anima Anandkumar‏ @AnimaAnandkumar 12 Dec 2019
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        Prof. Anima Anandkumar Retweeted Prof. Anima Anandkumar

        I gave a talk on this at IAS #DeepLearning theory workshop a few months ago. Slides, video and @PyTorch repo there:https://twitter.com/AnimaAnandkumar/status/1184177822241316864?s=20 …

        Prof. Anima Anandkumar added,

        Prof. Anima Anandkumar @AnimaAnandkumar
        Slides http://tensorlab.cms.caltech.edu/users/anima/slides/IAS2019.pdf … New optimization: competitive gradient descent (CGD) for training GAN/multi-agent systems. Implicit competitive regularization from CGD means that we get SOTA with no explicit gradient penalty, better stability and no mode collapse #AI #DeepLearning https://twitter.com/RahelJhirad/status/1184134215463526401 …
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        1 reply 1 retweet 24 likes
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      2. Prof. Anima Anandkumar‏ @AnimaAnandkumar 12 Dec 2019
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        Great turnout at #NeurIPS2019 poster. See you there! @Caltechpic.twitter.com/nelpzLUp4I

        0 replies 0 retweets 16 likes
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