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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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1{
2 "domain": "computer-science",
3 "topics": [
4 "learning-theory",
5 "algorithms-complexity"
6 ],
7 "type": "proof",
8 "source": {
9 "key": "colt",
10 "name": "COLT open problems",
11 "url": "https://proceedings.mlr.press/v247/canonne24a.html",
12 "id": "v247/canonne24a",
13 "curator": "Conference on Learning Theory (COLT)",
14 "poser": "Clément Canonne",
15 "status": "open",
16 "as_of": "2026-10-20",
17 "prize": "$200 (AUD)",
18 "catalog": "0521c19bbd38"
19 },
20 "review": true,
21 "approval": "first-time"
22}