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dennybritz's profile
Denny Britz
Denny Britz
Denny Britz
@dennybritz

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Denny Britz

@dennybritz

Human. Ex-Google Brain, Stanford, Cal. Tweets about ML, startups. Writing at http://wildml.com  and http://dennybritz.com .

Joined January 2008

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    Denny Britz‏ @dennybritz Jan 25

    Denny Britz Retweeted (((ل()(ل() 'yoav))))

    Pay non-PhDs (PhDs already have these opportunities) to cover their living expenses and allow them to research anything they want under the conditions: 1. Limited usage of compute resources 2. No Deep Learning SOTA chasing 3. Everything must be open source with high code qualityhttps://twitter.com/yoavgo/status/1088918259414548480 …

    Denny Britz added,

    (((ل()(ل() 'yoav)))) @yoavgo
    Lets say someone gave you 3.8M$ for an AI project. What would you try and build:
    Show this thread
    9:52 PM - 25 Jan 2019
    • 37 Retweets
    • 292 Likes
    • Tushar Jain Alexey Guzey ZJ N. A. Abergeil Pierre-Yves Oudeyer Laura Juanita Ordóñez Rohan Dasika Tyler Neylon
    14 replies 37 retweets 292 likes
      1. New conversation
      2. Naomi Saphra‏ @nsaphra Jan 26
        Replying to @dennybritz

        If you offer them that gig for a few years, why not just give them a PhD at the end of it?

        1 reply 0 retweets 2 likes
      3. Denny Britz‏ @dennybritz Jan 26
        Replying to @nsaphra

        I wish I could give out PhD degrees ;)

        1 reply 0 retweets 9 likes
      4. 1 more reply
      1. Sergey Kolesnikov‏ @Scitator Jan 25
        Replying to @dennybritz

        where to sign up? :) Not sure if the academia would like to write high quality research code.

        0 replies 0 retweets 7 likes
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      1. Shital Shah‏ @sytelus Jan 26
        Replying to @dennybritz

        Per the Bell Labs book I am reading there were unsung non-PhDs in every big breakthrough came out from there. Academic careers incentivize for publishing while non-PhDs nudges and opens door towards more deployable ideas. You need both ying and yang for big breakthroughs.

        0 replies 1 retweet 2 likes
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      1. Dominique Luna‏ @lunaticd Jan 26
        Replying to @dennybritz

        Academia seems to be allergic to well documented, high quality code. The paper publish cycle doesn’t reward it. This would be interesting since the incentive system would different.

        0 replies 0 retweets 5 likes
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      1. Tim‏ @tymwol Jan 26
        Replying to @dennybritz

        But with limited computational resources & without chasing SOTA, they wouldn't be able to publish it, or get re-tweeted, wouldn't they?

        0 replies 0 retweets 1 like
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      1. Phúc Lê‏ @lkhphuc Jan 25
        Replying to @dennybritz

        Just reply here in case that opportunity magically show up.

        0 replies 0 retweets 1 like
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      1. New conversation
      2. Shrivatsa Bhargav‏ @Bhargav_ Jan 26
        Replying to @dennybritz

        Can you please explain condition 2 ? Why/when is SOTA chasing bad ?

        1 reply 0 retweets 0 likes
      3. Shital Shah‏ @sytelus Jan 26
        Replying to @Bhargav_ @dennybritz

        SOTA chasing often degrades in to finding impractical tricks with ever increasing complexity for that 1% improvement without worrying too much about actually understanding anything deeply. Even worse eventually everyone is just over fitting and no one wants to change status quo.

        0 replies 0 retweets 1 like
      4. End of conversation
      1. New conversation
      2. Stas Endoreo‏ @sendore400 Jan 26
        Replying to @dennybritz

        I’m waiting when Data Scientists stop lolling with Large TPU and begin optimize DL methods for a Celeron Processor.

        1 reply 0 retweets 1 like
      3. 1 more reply
      1. RL is neat‏ @reinforcementl1 Jan 27
        Replying to @dennybritz

        Not all PhDs have the freedom you described.

        0 replies 0 retweets 0 likes
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      1. Paul S. Conyngham‏ @paul_conyngham Jan 26
        Replying to @dennybritz

        oh man, this would be amazing 👌

        0 replies 0 retweets 0 likes
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      1. Andrey Kurenkov  🤖‏ @andrey_kurenkov Jan 26
        Replying to @dennybritz

        But which non-PhDs :P A lot of signal to noise in applicants , as I'd guess organizer of AI Grant (and now @pioneerdotapp) @danielgross can attest to

        0 replies 0 retweets 0 likes
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      1. crashhacker‏ @crashhacker1 Jan 26
        Replying to @dennybritz

        What a socialist/communist kind of thinking damn. Are you listening to yourself? Pay non PhDs? 😂 Yeah not everyone is equal. IQ wise and degree wise. That's a fact. But, you mentioned high quality code so if they can write high quality code then why not make it a PhD course?

        0 replies 0 retweets 0 likes
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      1. kelvindotchan‏ @kelvindotchan Jan 25
        Replying to @dennybritz

        I think this could be a better idea than Universal Basic Income that let you see on your ass.

        0 replies 0 retweets 0 likes
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