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» Correcting Dependency Annotation Errors
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JMLR
2006
140views more  JMLR 2006»
13 years 8 months ago
Active Learning in Approximately Linear Regression Based on Conditional Expectation of Generalization Error
The goal of active learning is to determine the locations of training input points so that the generalization error is minimized. We discuss the problem of active learning in line...
Masashi Sugiyama
CORR
2007
Springer
100views Education» more  CORR 2007»
13 years 8 months ago
Identifying statistical dependence in genomic sequences via mutual information estimates
Questions of understanding and quantifying the representation and amount of information in organisms have become a central part of biological research, as they potentially hold th...
H. M. Aktulga, I. Kontoyiannis, L. A. Lyznik, Luka...
PRL
2010
173views more  PRL 2010»
13 years 7 months ago
Resolving stereo matching errors due to repetitive structures using model information
This study regards the problem of incorrect stereo matches due to the occurrence of repetitive structures in the scene. In stereo vision, repetitive structures may lead to “phan...
Björn Barrois, Marcus Konrad, Christian W&oum...
AMAST
2008
Springer
13 years 10 months ago
Vx86: x86 Assembler Simulated in C Powered by Automated Theorem Proving
Abstract. Vx86 is the first static analyzer for sequential Intel x86 assembler code using automated deductive verification. It proves the correctness of assembler code against func...
Stefan Maus, Michal Moskal, Wolfram Schulte
NAACL
2003
13 years 10 months ago
Example Selection for Bootstrapping Statistical Parsers
This paper investigates bootstrapping for statistical parsers to reduce their reliance on manually annotated training data. We consider both a mostly-unsupervised approach, co-tra...
Mark Steedman, Rebecca Hwa, Stephen Clark, Miles O...