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Optimization guarantees via the NTK
Neural Networks
In this post we will look at how the Neural Tangent Kernel (NTK) can be used to derive training guarantees for sufficiently overparameterized neural networks.
Sep 27, 2023
Michael Murray
Concentration of Gibbs measures onto minimizers of objective functions
probability
Under what conditions do Gibbs measures concentrate on the minimizers of an associated objective function in the inverse temperature limit?
Aug 1, 2023
Michael Murray
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