Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions

Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions

Valence Labs via YouTube Direct link

- Intro

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1 of 13

- Intro

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Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions

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  1. 1 - Intro
  2. 2 - Outline
  3. 3 - Motivation
  4. 4 - Continuous vs. Discrete: Set Functions and Potential Solutions
  5. 5 - Overview of Existing Techniques
  6. 6 - Extensions: Main Idea and Intuition
  7. 7 - Examples of Extensions
  8. 8 - Lifting to Higher Dimensions
  9. 9 - Neural Extensions
  10. 10 - Background: Low and High Dimensional Extensions
  11. 11 - Applications of Extensions and Experiments
  12. 12 - Future Work and Open Problems
  13. 13 - Q+A

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