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Brief Introduction to Deep Learning and the "Alchemy" Controversy - Sanjeev Arora

Brief Introduction to Deep Learning and the "Alchemy" Controversy - Sanjeev Arora

Institute for Advanced Study via YouTube Direct link

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Summary

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Brief Introduction to Deep Learning and the "Alchemy" Controversy - Sanjeev Arora

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  1. 1 Introduction
  2. 2 Definition of Alchemy
  3. 3 Alchemy analogies
  4. 4 Outline
  5. 5 Machine Learning
  6. 6 Deepnet
  7. 7 Optimization
  8. 8 Overfitting
  9. 9 Prediction error
  10. 10 Summary
  11. 11 Interpreter problem
  12. 12 Design vs learnt systems
  13. 13 Alis statement
  14. 14 A subsequent manifesto
  15. 15 Speakers
  16. 16 Discussion
  17. 17 Conclusion

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