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ICML
2009
IEEE
16 years 5 months ago
Large-scale deep unsupervised learning using graphics processors
The promise of unsupervised learning methods lies in their potential to use vast amounts of unlabeled data to learn complex, highly nonlinear models with millions of free paramete...
Rajat Raina, Anand Madhavan, Andrew Y. Ng
DCC
2008
IEEE
16 years 3 months ago
Word-Based Statistical Compressors as Natural Language Compression Boosters
Semistatic word-based byte-oriented compression codes are known to be attractive alternatives to compress natural language texts. With compression ratios around 30%, they allow di...
Antonio Fariña, Gonzalo Navarro, José...
AOSD
2005
ACM
15 years 9 months ago
abc: an extensible AspectJ compiler
Abstract. Research in the design of aspect-oriented programming languages requires a workbench that facilitates easy experimentation with new language features and implementation t...
Pavel Avgustinov, Aske Simon Christensen, Laurie J...
OOPSLA
2005
Springer
15 years 9 months ago
Adding trace matching with free variables to AspectJ
An aspect observes the execution of a base program; when certain actions occur, the aspect runs some extra code of its own. In the AspectJ language, the observations that an aspec...
Chris Allan, Pavel Avgustinov, Aske Simon Christen...
CVPR
2000
IEEE
16 years 6 months ago
Integrating Color, Texture, and Geometry for Image Retrieval
This paper examines the problem of image retrieval from large, heterogeneous image databases. We present a technique that fulfills several needs identified by surveying recent res...
Nicholas R. Howe, Daniel P. Huttenlocher