Denny Britz

@dennybritz

Human. Ex-Google Brain, Stanford, Cal. Tweets about ML, startups. Writing at and .

Vrijeme pridruživanja: siječanj 2008.
198 fotografija ili videozapisa Fotografije i videozapisi

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  1. 9. svi 2019.

    Machine Learning model deployments often have these characteristics. You cannot look at the average, you need to look at the cost of tail events.

    21 proslijeđeni tweet 92 korisnika označavaju da im se sviđa
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  2. 24. tra 2019.

    Although I have been working with Deep Learning for 4 years, I choose not to learn more than a smattering amount of Linear Algebra because I need a sense mystery and alchemy in my life, something to offset the sense of the familiar.

    Although he has lived in Japan for 25 years, Pico Iyer doesn’t choose to learn more than a smattering of Japanese because he says needs mystery and “a sense of open space in life, something to offset the sense of the familiar.”
    12 replies 91 proslijeđeni tweet 898 korisnika označava da im se sviđa
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  3. proslijedio/la je Tweet
    23. tra 2019.

    Releasing the Sparse Transformer, a network which sets records at predicting what comes next in a sequence — whether text, images, or sound. Improvements to neural 'attention' let it extract patterns from sequences 30x longer than possible previously:

    13 replies 600 proslijeđenih tweetova 1.720 korisnika označava da im se sviđa
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  4. proslijedio/la je Tweet
    17. velj 2019.

    Thrilled to be teaching a new course on Deep Unsupervised Learning with (ImprovedGAN, InfoGAN, PixelCNN++, VLAE, PixelSNAIL, Flow++), (Flow++, GAIL), (Flow++). Follow along here: Lecture vids go up once captioned

    Korisnici , , i
    18 replies 574 proslijeđena tweeta 1.901 korisnik označava da mu se sviđa
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  5. proslijedio/la je Tweet
    20. tra 2019.

    One of my most controversial software opinions is that your sleep quality and stress level matter far, far more than the languages you use or the practices you follow. Nothing else comes close: not type systems, not TDD, not formal methods, not ANYTHING. Allow me to explain why.

    191 reply 5.935 proslijeđenih tweetova 13.784 korisnika označavaju da im se sviđa
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  6. proslijedio/la je Tweet
    21. tra 2019.

    "Exploring the Limitations of Behavior Cloning for Autonomous Driving" by Antonio M. Lopez and myself is live on arXiv. Imitation learning has indeed potential, but also requires a lot of care for training. Check it out!

    1 reply 23 proslijeđena tweeta 73 korisnika označavaju da im se sviđa
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  7. proslijedio/la je Tweet
    16. tra 2019.

    Successfully defended my Ph.D. thesis: Humour-in-the-loop: Improvised Theatre with Interactive Machine Learning Systems thx: and more. deets:

    Korisnici , i
    33 proslijeđena tweeta 284 korisnika označavaju da im se sviđa
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  8. proslijedio/la je Tweet
    15. tra 2019.

    A great GitHub repository with tutorials on getting started with PyTorch and TorchText for sentiment analysis in Jupyter Notebooks. What a great resource!

    5 replies 399 proslijeđenih tweetova 1.385 korisnika označava da im se sviđa
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  9. proslijedio/la je Tweet
    15. tra 2019.

    . has just released a collection of datasets for conversational AI, consisting of hundreds of millions of examples-

    54 proslijeđena tweeta 176 korisnika označava da im se sviđa
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  10. 19. ožu 2019.

    I just realized that even with AGI we cannot make Japanese toilets any smarter.

    9 replies 12 proslijeđenih tweetova 174 korisnika označavaju da im se sviđa
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  11. 17. ožu 2019.

    And the irony of the story: Because keys keep falling out of the MacBook Pro keyword I purchased an external USB keyboard. Now I have the choice: Do I want to use a keyboard or WiFi? I can pick one. That’s a tough choice.

    7 replies 56 korisnika označava da im se sviđa
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  12. 17. ožu 2019.

    Just ran into this on my MacBook. I mean, what kind of crazy person would want to use WiFi and USB at the same time anyway?

    6 replies 14 proslijeđenih tweetova 102 korisnika označavaju da im se sviđa
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  13. proslijedio/la je Tweet
    11. ožu 2019.

    A company that starts with "V" was founded in 2010 and raised $122M since. While they did mislead investors and the public ("we're building AGI and we're going to have a human-level vision system in 5 years" (said in 2011)), they did not do so with such absolute shamelessness.

    4 proslijeđena tweeta 45 korisnika označava da im se sviđa
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  14. 11. ožu 2019.

    I would like to pre-order one AGI, please. Gotta get the revenue stream started to get to the 100x cap ;)

    0:06
    We’ve created OpenAI LP, a new “capped-profit” company that allows us to rapidly increase our investments in compute and talent while including checks and balances to actualize our mission.
    4 proslijeđena tweeta 56 korisnika označava da im se sviđa
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  15. 11. ožu 2019.

    "Even if the projects I'm doing succeeded beyond my wildest expectations, how would it affect people? Whose lives would be improved and how would they be improved?" This sounds like a good prompt to use to pick projects

    2 proslijeđena tweeta 28 korisnika označava da im se sviđa
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  16. 11. ožu 2019.

    I believe the glorification of “no domain knowledge required” in recent ML algorithms is misguided. Domain knowledge is often what makes models feasible to train, robust, and explainable in real world applications.

    10 replies 25 proslijeđenih tweetova 133 korisnika označavaju da im se sviđa
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  17. 11. ožu 2019.

    The Promise of Hierarchical Reinforcement Learning It's interesting that the requirement of domain knowledge is seen as a drawback of HRL. To me, the ability to more easily incorporate domain knowledge is what excites me about it the most.

    38 proslijeđenih tweetova 173 korisnika označavaju da im se sviđa
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  18. 11. ožu 2019.

    Does anyone know what kind of model Google Translate uses for their OCR bounding boxes when you upload an image? Do you do bounding boxes separately first (how?) or is it all end-to-end?

    9 replies 15 proslijeđenih tweetova 70 korisnika označava da im se sviđa
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  19. proslijedio/la je Tweet
    27. velj 2019.

    Excited to announce Habitat, a platform for embodied AI research: — Habitat-Sim: high-perf 3D sim (w/ SUNCG, MP3D, Gibson) — Habitat-API: modular library for defining tasks, training agents — Habitat-Chal: autonomous nav challenge on

    77 proslijeđenih tweetova 243 korisnika označavaju da im se sviđa
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  20. 27. velj 2019.

    “Your place of birth is not compatible with our current business needs” … and our mission to maximize shareholder value

    Hey (FAIR), you just broke my heart by not hiring Iranian interns! I don't think it's FAIR! I think it was about time I eventually speak up :( 😭😟😢😓😥 "Fairness is a lie" In case you are wondering, this is the price I pay for being born in Iran! FML
    11 proslijeđenih tweetova 63 korisnika označavaju da im se sviđa
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