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» Robustness and Generalization
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ICML
2001
IEEE
16 years 7 months ago
Direct Policy Search using Paired Statistical Tests
Direct policy search is a practical way to solve reinforcement learning problems involving continuous state and action spaces. The goal becomes finding policy parameters that maxi...
Malcolm J. A. Strens, Andrew W. Moore
SIGSOFT
2008
ACM
16 years 7 months ago
Experimenting with exception propagation mechanisms in service-oriented architecture
Exception handling is one of the popular means used for improving dependability and supporting recovery in the ServiceOriented Architecture (SOA). This practical experience paper ...
Anatoliy Gorbenko, Alexander Romanovsky, Vyachesla...
WWW
2009
ACM
16 years 7 months ago
Link based small sample learning for web spam detection
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 ...
Guanggang Geng, Qiudan Li, Xinchang Zhang
WWW
2008
ACM
16 years 7 months ago
Exploiting semantic web technologies to model web form interactions
Form mapping is the key problem that needs to be solved in order to get access to the hidden web. Currently available solutions for fully automatic mapping are not ready for comme...
Bernhard Krüpl, Robert Baumgartner, Wolfgang ...
WWW
2007
ACM
16 years 7 months ago
Supporting end-users in the creation of dependable web clips
Web authoring environments enable end-users to create applications that integrate information from other web sources. Users can create web sites that include built-in components t...
Sandeep Lingam, Sebastian G. Elbaum