Minimizing Statistical Bias with Queries
I describe an exploration criterion that attempts to minimize the error of a learner by minimizing its estimated squared bias. I describe experiments with locally-weighted regression on two simple kinematics problems, and observe that this "bias-only" approach outperforms the more co...
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| Language: | en_US |
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2004
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| Online Access: | http://hdl.handle.net/1721.1/6647 |