Alex Matthews

@alexggmatthews

Research Scientist . Statistical machine learning. Cambridge University Machine Learning Alum. Views are my own.

Vrijeme pridruživanja: studeni 2011.

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  1. Prikvačeni tweet
    19. pro 2019.

    At I spoke at the Bayesian Deep Learning workshop on the central limit theory for multiple hidden layers and then on the panel. Slides and video here:

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  2. proslijedio/la je Tweet
    21. pro 2019.

    Happy to announce this has been accepted to ICLR 2020! See you all in Ethiopia.

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

    Boson sampling has been demonstrated with 20 photons input into a 60-mode interferometer. The resulting 14 detected photons sample a Hilbert space 10 billion times larger than previous experiments. Letter: Synopsis:

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  4. proslijedio/la je Tweet
    13. pro 2019.

    Tmrw one of my favorite days: Deep RL workshop! Over 100 papers, amazing invited speakers ( @shimon828 Todorov ), summary presentations of the 4 RL competitions, panel! starts 8:45am, W Exh Hall C

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  5. proslijedio/la je Tweet
    12. pro 2019.

    Tomorrow 8:40am I will share my thoughts on evaluating epistemic uncertainty at Bayesian deep learning workshop. Also come to discuss with me at poster (in-between uncertainty work with and Rich Turner) & panel session 😆

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  6. proslijedio/la je Tweet
    12. pro 2019.

    I am excited to be speaking tomorrow at the BDL workshop on "Using Loss Geometry for Practical Bayesian Deep Learning" at 10:30 am, and the panel at 4:20 pm, West 208+209. I will make my case for Bayesian deep learning!

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  7. 12. pro 2019.

    At tomorrow's Bayesian Deep Learning workshop 8:05 I will talk about "Gaussian Process Behaviour in Wide Deep Neural Networks" almost two years after I first presented it at ICLR 2018. It will be fun to put it in the context of what followed.

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  8. proslijedio/la je Tweet
    12. pro 2019.

    Big news: Latent Logic, which I co-founded in 2017, has been acquired by (formerly Google's Self-Driving Car Project). We’ll be staying in Oxford as part of Waymo Research and will become their first European engineering hub. Thanks to the team for all their hard work!

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  9. proslijedio/la je Tweet
    11. pro 2019.

    The following are all great activities: - go to bed early - skip the party - rest when you need to I've had brain surgery 2x and a serious brain infection, so I need to prioritize sleep. I've been able to sleep enough, learn a lot, & have great conversations.

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  10. proslijedio/la je Tweet
    3. pro 2019.

    The absolutely insane project I've been working on for the past few years is complete: Introducing the world's first Universal LEGO Sorting Machine! Using AI, this machine can recognize and sort any LEGO part that has ever been produced! FULL VIDEO:

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  11. 9. pro 2019.

    In Vancouver for - I always have a walk on my first day. Stanley park in the sunshine was the best so far.

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  12. proslijedio/la je Tweet
    27. stu 2019.

    We've updated our paper on Continual Learning with Gaussian Processes with some new ideas on task-boundary detection and additional ablation studies around inducing point optimisation:

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  13. proslijedio/la je Tweet
    26. stu 2019.

    Have we reached peak hype yet?

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  14. proslijedio/la je Tweet
    21. stu 2019.

    This feels like a real breakthrough: Take the same basic algorithm as AlphaZero, but now *learning* its own simulator. Beautiful, elegant approach to model-based RL. ... AND ALSO STATE OF THE ART RESULTS! Well done to the team at

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  15. proslijedio/la je Tweet
    20. stu 2019.

    We had an exciting visit to try out the dual-hand system by etc. Through haptic feedback + dexterous hands, the system enables fine pressure controls while grasping objects (e.g. separating cups). ANAがスポンサーしてたみたいです! (video 4x)

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  17. proslijedio/la je Tweet
    7. stu 2019.

    PhD student David Burt has won the Best Paper Award at the International Conference on Gaussian process regression is the gold standard for many tasks in terms of quantifying uncertainty about predictions.

    David R. Burt, Carl E. Rasmussen, Mark van der Wilk
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  18. proslijedio/la je Tweet

    Very proud that our team has achieved a big breakthrough in quantum computing known as quantum supremacy after over a decade of work, as published in . Thank you to our collaborators in the research community who helped make this possible.

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  19. proslijedio/la je Tweet
    17. lis 2019.

    2,018 Intel Shooting Star drones flying in formation acting as a 3D display.

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  20. proslijedio/la je Tweet
    2. lis 2019.

    We're happy to release code for CNAPs at . CNAPs is a powerful meta-learning model that achieves significant advances on the meta-dataset benchmark. To be presented at () by our students James, and John.

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