Learning Logical Relationships with Neural Networks - Part 2

Learning Logical Relationships with Neural Networks - Part 2

Neuro Symbolic via YouTube Direct link

Clause Search with Refinement

3 of 11

3 of 11

Clause Search with Refinement

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Learning Logical Relationships with Neural Networks - Part 2

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  1. 1 What should the result look like?
  2. 2 The Building Blocks
  3. 3 Clause Search with Refinement
  4. 4 The Refinement Operator (p)
  5. 5 Refinement with beam search
  6. 6 Adaptive Fact Enumeration
  7. 7 Soft Program Composition
  8. 8 Assigning weights
  9. 9 Differentiable Inference
  10. 10 Putting it all together-solving the ILP!
  11. 11 Method Overview

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