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- W1966783010 abstract "We study functions with multiple output values, and use active sampling to identify an example for each of the possible output values. Our results for this setting include: (1) Efficient active sampling algorithms for simple geometric concepts, such as intervals on a line and axis parallel boxes. (2) A characterization for the case of binary output value in a transductive setting. (3) An analysis of active sampling with uniform distribution in the plane. (4) An efficient algorithm for the Boolean hypercube when each output value is a monomial." @default.
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- W1966783010 date "2007-10-02" @default.
- W1966783010 modified "2023-10-18" @default.
- W1966783010 title "Active sampling for multiple output identification" @default.
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- W1966783010 doi "https://doi.org/10.1007/s10994-007-5026-6" @default.
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