Inductive biases

Few-shot learning, learning fast weights, learning to learn

2025-06-15 — 2025-06-15

functional analysis
how do science
meta learning
model selection
optimization
statmech

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Figure 1

I’m not sure what this truly means or that anyone is, but I think it wants to mean something like quantifying architectures that make it “easier” to learn about the phenomena of interest. This is a practical engineering discipline in NNs but maybe also intersting to think about in humans.