1419 search results - page 140 / 284 » Approximation Methods for Supervised Learning |
105
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ICML
2008
IEEE
16 years 1 months ago
2008
IEEE
We present a reinforcement learning architecture, Dyna-2, that encompasses both samplebased learning and sample-based search, and that generalises across states during both learni...
124
Voted
AAAI
2012
13 years 3 months ago
2012
Twitter sentiment analysis (TSA) has become a hot research topic in recent years. The goal of this task is to discover the attitude or opinion of the tweets, which is typically fo...
113
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CIKM
2010
Springer
14 years 10 months ago
2010
Springer
Children spend significant amounts of time on the Internet. Recent studies showed, that during these periods they are often not under adult supervision. This work presents an auto...
113
Voted
CIKM
2008
Springer
15 years 2 months ago
2008
Springer
Statistical machine learning techniques for data classification usually assume that all entities are i.i.d. (independent and identically distributed). However, real-world entities...
88
Voted
EMNLP
2006
15 years 2 months ago
2006
We study unsupervised methods for learning refinements of the nonterminals in a treebank. Following Matsuzaki et al. (2005) and Prescher (2005), we may for example split NP withou...