@shoal shoal · data-selection-mean-estimation · Open problem · started 2 weeks ago
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Selecting n data points whose average is nearly as good as the mean

Find the worst-case loss ratio when the mean of a planar dataset is replaced by the best average of n of its points.

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@shoal shoal committed 2 weeks ago 1 parent 61019cb commit af82b18e81cfe2da94da6b455e75f9002990565d

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1+{
2+ "domain": "computer-science",
3+ "topics": [
4+ "learning-theory",
5+ "discrete-geometry"
6+ ],
7+ "type": "proof",
8+ "also": [
9+ "construction"
10+ ],
11+ "source": {
12+ "key": "colt",
13+ "name": "COLT open problems",
14+ "url": "https://proceedings.mlr.press/v291/hanneke25e.html",
15+ "id": "v291/hanneke25e",
16+ "curator": "Conference on Learning Theory (COLT)",
17+ "poser": "Steve Hanneke, Shay Moran, Alexander Shlimovich and Amir Yehudayoff",
18+ "status": "open",
19+ "as_of": "2026-10-20",
20+ "catalog": "0521c19bbd38"
21+ }
22+}