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Neural collapse with unconstrained features
Neural collapse is an emergent phenomenon in deep learning that was recently discovered by Papyan, Han and Donoho.
Lie PCA: Density estimation for symmetric manifolds
In particular, we use a spectral method to approximate the Lie algebra corresponding to the symmetry group of the underlying manifold.
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