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Learning with an unreliable teacher

✍ Scribed by Gábor Lugosi


Publisher
Elsevier Science
Year
1992
Tongue
English
Weight
595 KB
Volume
25
Category
Article
ISSN
0031-3203

No coin nor oath required. For personal study only.


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Learning with Unreliable Boundary Querie
✍ Avrim Blum; Prasad Chalasani; Sally A Goldman; Donna K Slonim 📂 Article 📅 1998 🏛 Elsevier Science 🌐 English ⚖ 576 KB

We introduce a model for learning from examples and membership queries in situations where the boundary between positive and negative examples is somewhat ill-defined. In our model, queries near the boundary of a target concept may receive incorrect or ``don't care'' responses, and the distribution