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bindureddy's profile
Bindu Reddy 🔥❤️
Bindu Reddy 🔥❤️
Bindu Reddy  🔥 ❤️
@bindureddy

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Bindu Reddy  🔥 ❤️

@bindureddy

CEO and co-founder Abacus-AI, ex-GM & creator of AI verticals at AWS, and ex-Googler. Passionate about AI and human behavior, angel investor

San Francisco, CA
abacus.ai
Joined May 2007

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    Bindu Reddy  🔥 ❤️‏ @bindureddy 5 Apr 2020

    Black swan events like the pandemic wreak havoc on supervised learning models that rely on historic data to predict the future. A direct consequence of the pandemic - Rapid acceleration towards online learning models and deep learning that don't require loads of data.

    11:36 AM - 5 Apr 2020
    • 9 Retweets
    • 62 Likes
    • Anne Boysen JG Coyle Aqib A. Baz LFC just thayne 🌐 Shane Worth WAYNE J. OZMORE, JR., CISM Dr. Aesop Rocky Naveen Rao
    12 replies 9 retweets 62 likes
      1. Moka  🔜 TFF’22‏ @boofcario 5 Apr 2020
        Replying to @bindureddy

        Well that's a nice side-effect of a pandemic I suppose lol

        0 replies 0 retweets 1 like
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      1. Warren Miller‏ @warren_k_miller 5 Apr 2020
        Replying to @bindureddy

        This pandemic was not the black swan. It was perfectly foreseeable. The government's response on the other hand...

        0 replies 0 retweets 5 likes
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      1. Token State (TokΞnizΞ ThΞ World ΞIP-1559)  🦇 🔈‏ @tokenstate 5 Apr 2020
        Replying to @bindureddy

        like using common sense 😀

        0 replies 0 retweets 2 likes
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      1. John McLackland‏ @RiskManager01 5 Apr 2020
        Replying to @bindureddy

        I would not classify a forseable event, such as the likely impact of a virus, to be a "Black Swan Event".

        0 replies 0 retweets 1 like
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      1. Edo.Edikson‏ @EdoEdikson 5 Apr 2020
        Replying to @bindureddy

        This is not a black swan event. Scientist have been trying to warn us for years that a big one was around the corner and nobody gave a damn. That's the truth and reality we are in right now. We could have done better as a species.

        0 replies 0 retweets 1 like
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      2. martindinov.eth‏ @martin_dinov 5 Apr 2020
        Replying to @bindureddy

        As Taleb and countless others point out, this is anything but a black swan event. We've known of pandemic risks for years, decades even, but have more or less consciously avoided derisking our markets, society and infrastructure. How is a SARS repeat at all surprising?

        1 reply 0 retweets 0 likes
      3. Bindu Reddy  🔥 ❤️‏ @bindureddy 5 Apr 2020
        Replying to @martin_dinov

        Well, as far as the models are concerned it’s black swan like :)

        2 replies 0 retweets 1 like
      4. Show replies
      1. Elliott diverges Kubrich and Leibler‏ @ElliottChMiller 5 Apr 2020
        Replying to @bindureddy

        Its funny. Deep learning is known to require tons of data and be expensive to train and deploy but can still be thrown off by unexpected events. I think this furthers the case to employ methods that incorporate uncertainty, like bayesian models. Or reconsider when to use DL.

        0 replies 0 retweets 0 likes
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      2. Andrew Deece‏ @AndrewDeece 5 Apr 2020
        Replying to @bindureddy

        A White Swan, if interested, “Had they read that book, they would have known that such a global pandemic is explicitly presented there as a white swan: something that would eventually take place with great certainty.” Taleb & Spitznagel (2020). Reference https://medium.com/incerto/corporate-socialism-the-government-is-bailing-out-investors-managers-not-you-3b31a67bff4a …

        1 reply 0 retweets 0 likes
      3. Andrew Deece‏ @AndrewDeece 5 Apr 2020
        Replying to @AndrewDeece @bindureddy

        w.r.t. your point, models that don’t require loads of data, to achieve SOTA results, that’s a white swan, meaning something that would eventually take place with great certainty. Actually starting to take place now, a good example of this is... Referencehttps://blog.waymo.com/2020/04/using-automated-data-augmentation-to.html …

        1 reply 0 retweets 0 likes
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