trureturingGitHub MATHEMATICAL ATLAS

Estimation / CONCEPT

Distinct Risks with a Shared Optimizer

Distinct expected-risk profiles can induce the same complete optimizer profile.

Closed Authored exposition
DIRECT PREREQUISITES1
DIRECT CONSEQUENCES0
PROOF DEPTH1
DOCUMENT LINKS1
THEOREM

Different risk values can have the same argmin profile

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Predictive Risk Optimizer Kernel HierarchyPredictive Risk OptimizerKernel HierarchyDistinct Risks with a Shared OptimizerDistinct Risks with a SharedOptimizer
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Certified topology / DOWNSTREAM

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Lean sourceResearch workspace
Status
Closed
Depth
1
Layer
D5/S3
Domain
Estimation
Node ID
D5/S3/Estimation/SequentialDecisionRisk/DistinctRiskSharedOptimizer
Repository path
D5/S3/Estimation/SequentialDecisionRisk/DistinctRiskSharedOptimizer.lean
Truth release
sha256:c0d04258d27972c1cf58485e21d64dbcbe336405346ba95133913c64ba2856aa
Source commit
745bf90812f7175f83e1235688249f9495f23bfc
Source tree
143bc6c9ab9054c406f0cdd7f3b296eb38768b5c

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Dependency edges, status, and source coordinates come from the verified release and certified topology. Blueprint exposition is labeled separately. A fallback title carries no additional mathematical authority.