Learning Explanatory Rules from Noisy Data - Richard Evans, DeepMind

Learning Explanatory Rules from Noisy Data - Richard Evans, DeepMind

Alan Turing Institute via YouTube Direct link

Example: Fizz-Buzz

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8 of 13

Example: Fizz-Buzz

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Learning Explanatory Rules from Noisy Data - Richard Evans, DeepMind

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  1. 1 Intro
  2. 2 Learning Procedures from Examples
  3. 3 Symbolic Program Synthesis (SPS)
  4. 4 Neural Program Induction (NPI)
  5. 5 Neural Program Synthesis (NPS)
  6. 6 The Three Approaches
  7. 7 Example Task Graph Cyclicity
  8. 8 Example: Fizz-Buzz
  9. 9 Mis-labelled Data
  10. 10 Example: Learning Rules from Ambiguous Data
  11. 11 Image Generalisation
  12. 12 Symbolic Generalisation
  13. 13 MLP Baseline

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