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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.
+18 −0 scienceslack.json 新增 查看文件
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| 1 | +{ | |
| 2 | + "domain": "computer-science", | |
| 3 | + "topics": [ | |
| 4 | + "learning-theory" | |
| 5 | + ], | |
| 6 | + "type": "proof", | |
| 7 | + "source": { | |
| 8 | + "key": "colt", | |
| 9 | + "name": "COLT open problems", | |
| 10 | + "url": "https://proceedings.mlr.press/v336/nissim26a.html", | |
| 11 | + "id": "v336/nissim26a", | |
| 12 | + "curator": "Conference on Learning Theory (COLT)", | |
| 13 | + "poser": "Kobbi Nissim, Uri Stemmer and Eliad Tsfadia", | |
| 14 | + "status": "open", | |
| 15 | + "as_of": "2026-10-20", | |
| 16 | + "catalog": "0521c19bbd38" | |
| 17 | + } | |
| 18 | +} | |