3636 search results - page 396 / 728 » Crafting Papers on Machine Learning |
174
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EPIA
2003
Springer
15 years 12 months ago
2003
Springer
Most of supervised learning algorithms assume the stability of the target concept over time. Nevertheless in many real-user modeling systems, where the data is collected over an ex...
163
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NIPS
2007
15 years 8 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...
178
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UMUAI
2008
15 years 6 months ago
2008
Some students, when working in interactive learning environments, attempt to "game the system", attempting to succeed in the environment by exploiting properties of the s...
174
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WWW
2009
ACM
16 years 7 months ago
2009
ACM
Robust statistical learning based web spam detection system often requires large amounts of labeled training data. However, labeled samples are more difficult, expensive and time ...
198
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ICDM
2005
IEEE
16 years 10 days ago
2005
IEEE
The problem of record linkage focuses on determining whether two object descriptions refer to the same underlying entity. Addressing this problem effectively has many practical ap...