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colt-reproducibility

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Use when strengthening the reproducibility of a COLT (Conference on Learning Theory) paper, where reproducing means re-deriving — complete proofs, explicit assumptions, tracked constants, correctly invoked external results, self-contained notation — plus seeds and scripts for any numerical illustration the paper carries.

When to use

• strengthening reproducibility of COLT papers
• auditing re-derivability of theorems
• tracking constants and parameter regimes
• managing assumption bookkeeping
• validating numerical illustrations
• pre-submission re-derivation drills

When not to use

• tasks not related to COLT paper reproducibility

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