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Spectral Optimization

Dr. Tamás Nagy Updated 2026-04-10 Proof Record Formal Verification Lean-Verified
Mathematics verified. Core theorems are machine-checked in Lean 4. Prose and presentation may not have been human-reviewed.
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Abstract

Spectral Optimization — ProofEnv proofs (condition number, spectral step rate).

This paper presents 71 machine-verified theorems. All results are formally verified in the Lean 4 (137 verification units, 72 proved statements) and exportable to Lean 4.

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Length
873 words
Claims
63 theorems
Status
Skeleton

Connects To

Formal Foundations of Stochastic Gradient Descent

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