Hossein Mobahi

@TheGradient

Research Scientist . I ∈ Optimization ∩ Machine Learning.

Vrijeme pridruživanja: prosinac 2010.

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  1. Prikvačeni tweet
    4. pro 2019.

    One of the most comprehensive studies of generalization to date; ≈40 complexity measures over ≈10K deep models. Surprising observations worthy of further investigations. Fantastic Generalization Measures: w S. Bengio

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  2. 29. sij

    Google is hosting 15 global International Women's Day summits in March 2020. Learn more and apply today!

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

    ML/AI and physical sciences Twitter - We are organizing a workshop on Differential Equations and Deep Learning at Maarten V. de Hoop -Rice Ron Fedkiw -Stanford Wilfrid Gangbo -UCLA -NTU Tom Goldstein -UMD Ricky T. Q. Chen -Toronto/Vector Gavin Portwood -LANL

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  4. 12. sij

    To honor the memory of those lost in the crash of Ukraine Int. Airlines flight in Tehran, University of Toronto has established an Iranian Student Memorial Scholarship to support Iranian students or students from any background studying Iranian studies. Thank you !

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  5. 2. sij

    Inspirational honesty and integrity. The tweet below is coming from a Nobel laureate. Thank you for your commitment to the science and for inspiring all of us.

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

    Come to our poster on "Fantastic Generalization Measures and Where To Find Them" at workshops "ML with Guarantees" and "Science Meets Engineering of DL". will also give a spotlight talk at 5:40pm in "Science Meets Engineering of DL" workshop.

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

    New blog post! Check out to read about Alireza Fallah's research, "On Theory of Model-Agnostic Meta-Learning Algorithms".

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  8. proslijedio/la je Tweet
    9. pro 2019.
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  9. proslijedio/la je Tweet
    5. pro 2019.

    Fantastic Generalization Measures and Where to Find Them by Yiding Jiang et al. including

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

    Really interesting results for gradients variance.

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

    Fantastic Generalization Measures and Where to Find Them “We present the first large scale study of generalization in deep networks. We train over 10,000 convolutional networks by systematically varying commonly used hyperparameters.”

    , , i još njih 2
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  12. proslijedio/la je Tweet
    4. pro 2019.

    Been waiting for this paper to drop. It's here. I've got my NeurIPS flight reading sorted out. I think this is an important step towards gaining clarity on what it might mean to "explain generalization".

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

    The shape of the valleys that connect the initial and final parameter values of modules (eg. conv module) can tell you a lot about why some architectures generalize better! See our recent work w/ Niladri Chatterji &  :

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

    Excited to share our latest work on generalization in DL w/ Niladri Chatterji & We study the phenomenon that some modules of DNNs are more critical than others: rewinding their values back to initialization, strongly harms performance.(1/3)

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

    Interested in collaborating with Google AI Princeton on SOTA research? Please apply here: (specify Princeton) Ph.D. students with strong engineering/coding skills required to help advance our large-scale control library, details:

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

    If you are interested in graduate studies on reinforcement learning, consider applying to the Department of Computer Science, University of Toronto and work with me.

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

    ICYMI: Reminder that submissions for L4DC 2020 are now open. Deadline is December 6. We’re excited to read your contributions!

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  18. proslijedio/la je Tweet
    8. stu 2019.

    This is a great program to jump-start a career in AI and work with some of the smartest people I know. Consider applying for 2020!

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  19. 7. stu 2019.

    Consider applying for 2020 Residency. A truly unique research program with huge success. I personally have had wonderful and productive experience mentoring smart AI residents @azade_nazy Calvin Luo & Shraman Chaudhuri

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  20. 4. stu 2019.

    Just discovered this gem . Very impressive collection of high resolution videos on the loss surface of deep neural networks and the dynamics of the optimization. Wonderful work by .

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