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210
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NIPS
2001
15 years 8 months ago
2001
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
198
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NIPS
2001
15 years 8 months ago
2001
The paper studies machine learning problems where each example is described using a set of Boolean features and where hypotheses are represented by linear threshold elements. One ...
138
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IADIS
2003
15 years 8 months ago
2003
To extract features from an event in an on-line newspaper, two major steps are involved: Extracting the free formatted events’ announcements from the web sites and (b) extractin...
192
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PICS
2001
15 years 8 months ago
2001
Printer manufacturers design print heads and halftone patterns to result in specific types of image characteristics. Many image quality artifacts are a result of differences in ac...
149
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SDM
2004
SIAM
15 years 8 months ago
2004
SIAM
We present a novel probabilistic multiple cause model for binary observations. In contrast to other approaches, the model is linear and it infers reasons behind both observed and ...