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COLT
2008
Springer
13 years 12 months ago
On the Margin Explanation of Boosting Algorithms
Much attention has been paid to the theoretical explanation of the empirical success of AdaBoost. The most influential work is the margin theory, which is essentially an upper bou...
Liwei Wang, Masashi Sugiyama, Cheng Yang, Zhi-Hua ...
CASCON
2007
1035views Education» more  CASCON 2007»
13 years 11 months ago
An IDE for software development using tabular expressions
We present preliminary work on an IDE for formal software development using tabular expressions as the basis for precise specifications and descriptions of software behaviour. 1 ...
Dennis K. Peters, Mark Lawford, Baltasar Tranc&oac...
DGO
2007
174views Education» more  DGO 2007»
13 years 11 months ago
New techniques for ensuring the long term integrity of digital archives
A large portion of the government, business, cultural, and scientific digital data being created today needs to be archived and preserved for future use of periods ranging from a ...
Sangchul Song, Joseph JáJá
ESANN
2008
13 years 11 months ago
A method for robust variable selection with significance assessment
Our goal is proposing an unbiased framework for gene expression analysis based on variable selection combined with a significance assessment step. We start by discussing the need ...
Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Ales...
LREC
2008
155views Education» more  LREC 2008»
13 years 11 months ago
Using Reordering in Statistical Machine Translation based on Alignment Block Classification
Statistical Machine Translation (SMT) is based on alignment models which learn from bilingual corpora the word correspondences between source and target language. These models are...
Marta R. Costa-Jussà, José A. R. Fon...
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