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[Divergence] IfUΣ > 1 andVt > 0 for at least onet, then supt=1,2

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math.OC 1

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2025 1

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CONDITIONAL 1

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Corner Gradient Descent

math.OC · 2025-04-16 · conditional · novelty 7.0

Corner Gradient Descent achieves O(t^{-θζ}) loss rates for SGD on power-law spectral problems, with optimal θ = min(2, ν, 2/(ζ+1/ν)).

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  • Corner Gradient Descent math.OC · 2025-04-16 · conditional · none · ref 2

    Corner Gradient Descent achieves O(t^{-θζ}) loss rates for SGD on power-law spectral problems, with optimal θ = min(2, ν, 2/(ζ+1/ν)).