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http://dspace.mediu.edu.my:8181/xmlui/handle/1721.1/6647| Title: | Minimizing Statistical Bias with Queries |
| Issue Date: | 9-Oct-2013 |
| Description: | 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 common "variance-only" exploration approach, even in the presence of noise. |
| URI: | http://koha.mediu.edu.my:8181/xmlui/handle/1721 |
| Other Identifiers: | AIM-1552 http://hdl.handle.net/1721.1/6647 |
| Appears in Collections: | MIT Items |
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