Model Free Bounds
Mathematics verified. Core theorems are machine-checked in Lean 4.
Prose and presentation may not have been human-reviewed.
Abstract
#3 Model-Free Bounds via Optimal Transport + Spectral Methods.
This paper presents 35 machine-verified theorems building on 0 established facts and 80 hypotheses. All results are formally verified in the Lean 4 (246 verification units, 55 proved statements) and exportable to Lean 4.
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Length
953 words
Claims
33 theorems
Status
Skeleton
Novelty
No discernible novelty yet — the paper is a skeleton with theorem names listed but no proofs, definitions, or mathematical content written; the claimed connection between optimal transport and spectral methods for model-free bounds is plausible but entirely unsubstantiated.