Deep Learning New Frontiers

Deep Learning New Frontiers

https://www.youtube.com/@AAmini/videos via YouTube Direct link

- AutoML

11 of 12

11 of 12

- AutoML

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Classroom Contents

Deep Learning New Frontiers

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  1. 1 - Introduction
  2. 2 - Course logistics
  3. 3 - Upcoming guest lectures
  4. 4 - Deep learning and expressivity of NNs
  5. 5 - Generalization of deep models
  6. 6 - Adversarial attacks
  7. 7 - Limitations summary
  8. 8 - Structure in deep learning
  9. 9 - Uncertainty & bayesian deep learning
  10. 10 - Deep evidential regression
  11. 11 - AutoML
  12. 12 - Conclusion

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