320 search results - page 6 / 64 » Efficient noise-tolerant learning from statistical queries |
96
Voted
ICGI
2010
Springer
14 years 11 months ago
2010
Springer
This paper presents an efficient algorithm that identifies a rich subclass of multiple context-free languages in the limit from positive data and membership queries by observing wh...
84
Voted
NIPS
2008
14 years 11 months ago
2008
We present cutoff averaging, a technique for converting any conservative online learning algorithm into a batch learning algorithm. Most online-to-batch conversion techniques work...
152
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SIGMOD
2009
ACM
15 years 10 months ago
2009
ACM
A growing mount of available text data are being stored in relational databases, giving rise to an increasing need for the RDBMSs to support effective text retrieval. In this pape...
94
Voted
CIKM
2009
Springer
15 years 4 months ago
2009
Springer
Understanding intents from search queries can improve a user’s search experience and boost a site’s advertising profits. Query tagging via statistical sequential labeling mode...
105
Voted
SIGIR
2008
ACM
14 years 10 months ago
2008
ACM
This work presents the use of click graphs in improving query intent classifiers, which are critical if vertical search and general-purpose search services are to be offered in a ...