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  1. proslijedio/la je Tweet
    29. sij

    Machine Learning Summer School 2020 is in Tuebingen, Germany! Please apply. Deadline: 11 Feb 2020.

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  2. proslijedio/la je Tweet
    29. sij

    ML Fairness Gym is a set of components for building simple simulations that explore the potential long-run impacts of deploying machine learning-based decision systems in social environments, based on OpenAI Gym interface.

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  3. proslijedio/la je Tweet
    28. sij

    Open-domain conversation is an extremely difficult task for ML systems. Meena is a research effort at in this area. It's challenging, but we are making progress towards more fluent and sensible conversations. Nice work, Daniel, & everyone involved!

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  4. proslijedio/la je Tweet
    25. sij

    Dec report in about global multi-site conference on circadian rhythms, with strong evaluation component. : "huge opportunity to think innovatively about how scientific discussions take place." HT reminder recently from .

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  5. proslijedio/la je Tweet
    24. sij

    We are happy to announce that the WSDM 2020 proceedings are now online: Take a look! And there's still time to register for the conference!

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  6. proslijedio/la je Tweet
    23. sij

    Today gave a talk at Google Research Berlin about our Transformer analysis work. Met a lot of great people and feel totally happy :) Want to know details? Here are the blog posts: The Story of Heads: , Evolution of Representations:

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  7. proslijedio/la je Tweet
    20. sij

    This is a terrible take. It totally misses the key point: handles >10k submissions and >25m downloads per month at a cost of only $1.3m /year. spends $193m (!) on publications, and spends $33.7m. Something stinks.

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  8. proslijedio/la je Tweet
    20. sij

    Never drink and derive

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  9. proslijedio/la je Tweet
    20. sij

    Flax: A neural network library for JAX designed for flexibility (pre-release)

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  10. proslijedio/la je Tweet

    We used JAX for competitive gradient descent (CGD) with Hessian-vector products. Mixed mode differentiation in JAX makes this efficient (just twice cost of backprop). We used CGD for training GANs and for constrained problems in RL. This library will be very useful

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  11. proslijedio/la je Tweet
    11. sij
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  12. proslijedio/la je Tweet
    4. sij

    Damn. Wildfires burn their way to the coast in Victoria, Australia. The deep truth of this picture is that those forests will likely never be the same, and those beaches will be swallowed by rising seas before the end of the century. Img: Australian Maritime Safety Authority

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  13. proslijedio/la je Tweet
    4. sij

    I liked the LSH attention in the reformer Sparse, efficient, simple Dynamic sparse attn is fascinating & mostly dealt by – softmax+topK: Recurrent Independent Mech. (MILA) Product-Key Mem (FB) – 𝛂-entmax: Adap. Sparse Transformer (DeepSPIN) links👇[1/3]

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  14. proslijedio/la je Tweet
    1. sij

    I want to give some perspective for people not from Australia. More Aussie land is currently burning than exists in the entire country of Belgium. The smoke is causing breathing problems in New Zealand, 2,000km away. Half a billion animals have been killed. Eight people are dead.

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  15. proslijedio/la je Tweet
    2. sij

    Can robots learn about the world by observing humans? Learn to predict with both interaction & observation (of humans), then use the model to accomplish goals.
 w. Schmeckpeper , Xie, , Tian, ,

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  16. proslijedio/la je Tweet
    30. pro 2019.

    Looking for a postdoc to work on topics in fairness+bandit+RL, as part of my research group at IEOR and DSI at Columbia. If interested, send me your CV with a list of three references, and any additional information. Feel free to DM. Please retweet. Be a matchmaker!

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  17. proslijedio/la je Tweet
    26. pro 2019.

    Spectacular! Zooming out of the sharpest ever view of the Andromeda Galaxy, showing more than 100 million stars! Credit: NASA/ESA

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  18. proslijedio/la je Tweet
    20. pro 2019.

    Yes! I got my first big conference paper accepted at ICLR, with spotlight! We improve the previous DeepMind paper "NALU" by 3x-20x. – This took 7-8 months, working without any funding as an independent researcher. Paper: Code:

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  19. proslijedio/la je Tweet

    Based on preliminary analysis, yesterday, Australia recorded its hottest day on record. The nationally-averaged maximum daytime temp was 41.9 °C exceeding the record set on Tuesday, 40.9 ºC. You can view the top ten highest daily maximum temps here:

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  20. proslijedio/la je Tweet
    17. pro 2019.

    Want to catch up on some latest Deep RL work? Here is a zip file with all the camera-ready papers from the Deep RL Workshop!

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