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PonderNet - Learning to Ponder - Machine Learning Research Paper Explained

PonderNet - Learning to Ponder - Machine Learning Research Paper Explained

Yannic Kilcher via YouTube Direct link

- Probabilistic formulation of dynamic halting

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- Probabilistic formulation of dynamic halting

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PonderNet - Learning to Ponder - Machine Learning Research Paper Explained

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  1. 1 - Intro & Overview
  2. 2 - Problem Statement
  3. 3 - Probabilistic formulation of dynamic halting
  4. 4 - Training via unrolling
  5. 5 - Loss function and regularization of the halting distribution
  6. 6 - Experimental Results
  7. 7 - Sensitivity to hyperparameter choice
  8. 8 - Discussion, Conclusion, Broader Impact

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