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On the Connection between Neural Networks and Kernels: a Modern Perspective -Simon Du

Workshop on Theory of Deep Learning: Where next?
Topic: On the Connection between Neural Networks and Kernels: a Modern Perspective
Speaker: Simon Du
Affiliation: Member, School of Mathematics
Date: October 16, 2019
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Пікірлер: 5

  • @luke.perkin.inventor
    @luke.perkin.inventor3 жыл бұрын

    It feels intuitive that global average pooling should have some value... like to Hinton's capsule networks, except the capsules are blasted to pieces and diluted into an ensemble, rather than discrete.

  • @lukistrela
    @lukistrela Жыл бұрын

    at 4:55 there is a promise of complexity measure that explains what VC-dim cannot. At the end of the talk, I fail to see what that measure is.

  • @lukistrela
    @lukistrela Жыл бұрын

    at 10:40, under Trajectory of predictions, the sum of angle brackets -- there are two scalars inside scalar brackets???

  • @bingeltube
    @bingeltube4 жыл бұрын

    Why are the presentation slides not provided? This talk is very math heavy

  • @piergiorgiobenenati3698
    @piergiorgiobenenati36983 жыл бұрын

    Amazing work, but sorry... I cannot understand the speaker's English most of the time. The very frequent mismatch between the KZread automatic subtitles and the speaker's words corroborates my opinion.