1880 search results - page 212 / 376 » Robust Learning - Rich and Poor |
164
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IJCAI
2007
15 years 8 months ago
2007
Depth estimation in computer vision and robotics is most commonly done via stereo vision (stereopsis), in which images from two cameras are used to triangulate and estimate distan...
175
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NIPS
2007
15 years 8 months ago
2007
A situation where training and test samples follow different input distributions is called covariate shift. Under covariate shift, standard learning methods such as maximum likeli...
194
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UAI
2008
15 years 8 months ago
2008
Confidence measures for the generalization error are crucial when small training samples are used to construct classifiers. A common approach is to estimate the generalization err...
143
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AAAI
2006
15 years 8 months ago
2006
Following verbal route instructions requires knowledge of language, space, action and perception. We present MARCO, an agent that follows free-form, natural language route instruc...
186
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AAAI
2006
15 years 8 months ago
2006
Reasoning with both probabilistic and deterministic dependencies is important for many real-world problems, and in particular for the emerging field of statistical relational lear...