Predicting the Rules Behind - Deep Symbolic Regression for Recurrent Sequences

Predicting the Rules Behind - Deep Symbolic Regression for Recurrent Sequences

Yannic Kilcher via YouTube Direct link

- Introduction

1 of 13

1 of 13

- Introduction

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Predicting the Rules Behind - Deep Symbolic Regression for Recurrent Sequences

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  1. 1 - Introduction
  2. 2 - Summary of the Paper
  3. 3 - Start of Interview
  4. 4 - Why this research direction?
  5. 5 - Overview of the method
  6. 6 - Embedding space of input tokens
  7. 7 - Data generation process
  8. 8 - Why are transformers useful here?
  9. 9 - Beyond number sequences, where is this useful?
  10. 10 - Success cases and failure cases
  11. 11 - Experimental Results
  12. 12 - How did you overcome difficulties?
  13. 13 - Interactive demo

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