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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. Gergely Neu ~ hiring@NeurIPS2020‏ @neu_rips Jan 26
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      RT far and wide: the full ALT 2020 schedule is now online! http://alt2020.algorithmiclearningtheory.org/conference-schedule/ … still not too late to register:https://www.eventbrite.com/e/alt-2020-the-31st-international-conference-on-algorithmic-learning-theory-registration-85704066169 …

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    2. Gergely Neu ~ hiring@NeurIPS2020‏ @neu_rips Jan 26
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      2020 is the "year of the gradient" at ALT, with talks like: - "The Unreasonable Effectiveness of Gradient Descent" by John Lafferty - "Winnowing with Gradient Descent" by Manfred Warmuth - "Stochastic Calculus in Machine Learning: Optimization, Sampling, Simulation" by @mraginsky

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    3. Gergely Neu ~ hiring@NeurIPS2020‏ @neu_rips Jan 26
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      ... and I'm sure there'll be more gradients in the deep learning tutorial of @rsalakhu at the joint ITA + ALT = ITALT day

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      Prof. Anima Anandkumar‏ @AnimaAnandkumar Feb 2
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      Replying to @neu_rips @mraginsky @rsalakhu

      Prof. Anima Anandkumar Retweeted Prof. Anima Anandkumar

      Also, hopefully the year of Hessian for competitive optimization. Seehttps://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 …
      Show this thread
      5:08 AM - 2 Feb 2020
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      • Maxim Raginsky Gergely Neu ~ hiring@NeurIPS2020 John Murray
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        1. Gergely Neu ~ hiring@NeurIPS2020‏ @neu_rips Feb 2
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          Replying to @AnimaAnandkumar @mraginsky @rsalakhu

          would be cool if someone was to bring a poster about it to ALT ;) which reminds me: we still have some room to host some contributed posters at ALT, please get in touch if you're interested!

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