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ICML
2005
IEEE
16 years 8 months ago
Hedged learning: regret-minimization with learning experts
In non-cooperative multi-agent situations, there cannot exist a globally optimal, yet opponent-independent learning algorithm. Regret-minimization over a set of strategies optimiz...
Yu-Han Chang, Leslie Pack Kaelbling
184
Voted
ICML
2001
IEEE
16 years 8 months ago
Some Theoretical Aspects of Boosting in the Presence of Noisy Data
This is a survey of some theoretical results on boosting obtained from an analogous treatment of some regression and classi cation boosting algorithms. Some related papers include...
Wenxin Jiang
WWW
2008
ACM
16 years 8 months ago
Web page sectioning using regex-based template
This work aims to provide a novel, site-specific web page segmentation and section importance detection algorithm, which leverages structural, content, and visual information. The...
Rupesh R. Mehta, Amit Madaan
176
Voted
KDD
2001
ACM
141views Data Mining» more  KDD 2001»
16 years 7 months ago
Induction of semantic classes from natural language text
Many applications dealing with textual information require classification of words into semantic classes (or concepts). However, manually constructing semantic classes is a tediou...
Dekang Lin, Patrick Pantel
294
Voted
SIGMOD
2009
ACM
143views Database» more  SIGMOD 2009»
16 years 7 months ago
Building search applications with Marklogic Server
Keyword search is recognized as an important technique to unlocking the information found in both structured and semistructured information. With XML as the data model and XQuery ...
Ron Avnur