DIMACS TR: 2005-01
Exploration Approaches to Adaptive Filtering
Authors: Dmitriy Fradkin and Michael Littman
ABSTRACT
Exploration-exploitation trade-off is particularly important in
adaptive filtering setting, where feedback is received only on
submitted documents and, therefore, is scarce. We examine effect of
certain exploration techniques on performance of simple
linear classifiers.
Paper Available at:
ftp://dimacs.rutgers.edu/pub/dimacs/TechnicalReports/TechReports/2005/2005-01.ps.gz
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