• 2 November 2026 15 min read

  Measuring the depth of a model: how deep is deep?

  A fascinating question in modern machine learning has to do with how to measure the depth of a model.

  Deep Learning Recurrent Neural Networks Feedforward Neural Networks Universal Approximation Theorem Residual Networks Transformers Deep Equilibrium Models Neural Ordinary Differential Equations Effective Field Theory Renormalisation
  

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