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Deep generative models have had less impact than discriminative models because of intractable probabilistic computations and difficulty using piecewise linear units.

Drawn from what Yoshua Bengio said

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neural networks The architecture almost all modern machine learning is built on, and what changes when it gets deeper.

What Yoshua Bengio actually said

  1. Yoshua Bengio Deep-learning researcher and Turing Award laureate
    Deep generative models have had less of an impact, due to the difficulty of approximating many intractable probabilistic computations that arise in maximum likelihood estimation and related strategies, and due to difficulty of leveraging the benefits of piecewise linear units in the generative context.

Added to korrents 9 Sept 2026 · How quotes work · Something wrong? Tell us

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