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Kolmogorov Arnold Networks: An Alternative Paradigm for Deep Learning

Kolmogorov Arnold Networks: An Alternative Paradigm for Deep Learning

Neural Breakdown with AVB via YouTube Direct link

- B-splines

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- B-splines

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Kolmogorov Arnold Networks: An Alternative Paradigm for Deep Learning

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  1. 1 - Intro
  2. 2 - Kolmogorov Arnold Representation Theorem
  3. 3 - KAN Layers
  4. 4 - Comparisons
  5. 5 - B-splines
  6. 6 - Grid Extension, Sparsification, Continual Learning
  7. 7 - KANs get the best of MLPs and Splines
  8. 8 - Advantages and Challenges for KANs

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