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Finite-sum minimization

Also called empirical risk minimization with a finite dataset.

Minimize an average of n smooth functions, the structure of most training objectives.

Minimize an average of n smooth functions, the structure of most training objectives.

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The build computes these levels from the evidence in the repository. Each row says what the next level needs. Read what the levels mean.

LadderLevelWhat the next level needs
Human proofH0 no proof
  • add a proof in proofs/ (06.5)
LeanL0 no Lean part
  • name a Lean module in the lean field (07)
VisualV0 none
  • add viz/scene.ts or a figure (10)
WritingW0 stub
  • Definition
  • one source with a locator