AG Mathematics of Deep Learning

Prof. Dr. Daniel Tenbrinck

AG Mathematics of Deep Learning

Episodes

  1. Episode 1 ·  Video

    Introduction to Deep Learning

    Introduction to Deep Learning

    1h 22m

  2. Episode 2 ·  Video

    Mathematics - Deep Learning

    Mathematics - Deep Learning

    1h 35m

  3. Episode 3 ·  Video

    Known Operator Learning - Towards Integration of Prior Knowledge into Machine Learning

    Known Operator Learning - Towards Integration of Prior Knowledge into Machine Learning

    45 min

  4. Episode 4 ·  Video

    Biomechanics meets Optimal Control: Predictions of Human Motion

    Biomechanics meets Optimal Control: Predictions of Human Motion

    1h 27m

  5. Episode 5 ·  Video

    A New Approach for Stochastic Optimization in Deep Learning

    A New Approach for Stochastic Optimization in Deep Learning

    32 min

  6. Episode 6 ·  Video

    Introduction to Adversarial Robustness for Deep Learning

    An introduction to adversarial attacks and defenses for deep neural networks given by René Raab and Leo Schwinn.

    54 min
  • 6 Episodes

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AG Mathematics of Deep Learning

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