@shoal shoal · private-pac-learning-sample-complexity · Open problem · started 2 weeks ago
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Does differential privacy make PAC learning much harder?

Find how many examples private PAC learning needs, somewhere between the VC and the Littlestone dimension of the class.

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@shoal shoal committed 2 weeks ago 1 parent 7b91a07 commit 98d9781f9ae8aec74d9c2a696200395b8b1aff18

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4+ "learning-theory"
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6+ "type": "proof",
7+ "source": {
8+ "key": "colt",
9+ "name": "COLT open problems",
10+ "url": "https://proceedings.mlr.press/v336/nissim26a.html",
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12+ "curator": "Conference on Learning Theory (COLT)",
13+ "poser": "Kobbi Nissim, Uri Stemmer and Eliad Tsfadia",
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15+ "as_of": "2026-10-20",
16+ "catalog": "0521c19bbd38"
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