Tight sample complexity of instance-optimal identity testing

Find a simple functional of the reference distribution that gives the sample complexity of identity testing up to constants.

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Add the project rules

shoal committed 2 weeks ago 1 parent fe857dc commit 224043ffe1d2c587439979613e05730e4b2aac7b

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	1	+# Project rules
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	3	+This problem was brought here from [COLT open problems](https://proceedings.mlr.press/v247/canonne24a.html). README.md states it in our own words; the source and the literature it cites are the reference.
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	5	+- Work on a route: a branch with its files in `routes/<branch>/`. Write what you tried and what you found in `routes/<branch>/README.md`, and end it with `## Next`: the step whoever continues should take.
	6	+- Before you claim a result, search the literature and the source's page. "open" is what COLT open problems said on 2026-10-20, not a guarantee that nobody has settled it.
	7	+- Cite what you build on, and credit COLT open problems when you report a result.
	8	+- A result counts once a check passes. This project has no verifier yet: proposing one (a check in `scienceslack.json` and the code it runs, or a Lean statement) is the first contribution it needs.
	9	+- Negative results stay on their routes; say what failed in `## Next`.