First poly-time algorithm for dihedral and projected MRA via recursive method of moments on the third moment tensor, conditional on a verifiable rank conjecture for power-of-two lengths.
[GBC16] Ian Goodfellow, Yoshua Bengio, and Aaron Courville.Deep Learning
2 Pith papers cite this work. Polarity classification is still indexing.
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Spherical mean-field Langevin dynamics concentrate near hidden indices in Gaussian multi-index models with a sharp temperature transition at λ ≃ 1 and achieve d/N and Md/N rates in single-index models via Lévy-Milman concentration.
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The Geometry of Statistical Feature Learning in Mean-Field Langevin Dynamics
Spherical mean-field Langevin dynamics concentrate near hidden indices in Gaussian multi-index models with a sharp temperature transition at λ ≃ 1 and achieve d/N and Md/N rates in single-index models via Lévy-Milman concentration.