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Kolmogorov-Arnold Networks - Alternatives to Multi-Layer Perceptrons

Kolmogorov-Arnold Networks - Alternatives to Multi-Layer Perceptrons

Valence Labs via YouTube Direct link

- Interpretability: KAN for Science

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- Interpretability: KAN for Science

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Classroom Contents

Kolmogorov-Arnold Networks - Alternatives to Multi-Layer Perceptrons

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  1. 1 - Intro + Background
  2. 2 - From KART to KAN
  3. 3 - MLP vs KAN
  4. 4 - Accuracy: Scaling of KANs
  5. 5 - Interpretability: KAN for Science
  6. 6 - Q+A Break
  7. 7 - Strengths and Weaknesses
  8. 8 - Philosophy
  9. 9 - Anecdotes Behind the Scenes
  10. 10 - Final Thoughts
  11. 11 - Q+A

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