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» Topic-Specific Optimization and Structuring
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GECCO
2007
Springer
132views Optimization» more  GECCO 2007»
15 years 7 months ago
Automated alphabet reduction method with evolutionary algorithms for protein structure prediction
Jaume Bacardit, Michael Stout, Jonathan D. Hirst, ...
ICML
2007
IEEE
16 years 2 months ago
Uncovering shared structures in multiclass classification
This paper suggests a method for multiclass learning with many classes by simultaneously learning shared characteristics common to the classes, and predictors for the classes in t...
Yonatan Amit, Michael Fink 0002, Nathan Srebro, Sh...
NAACL
2010
14 years 11 months ago
Softmax-Margin CRFs: Training Log-Linear Models with Cost Functions
We describe a method of incorporating taskspecific cost functions into standard conditional log-likelihood (CLL) training of linear structured prediction models. Recently introduc...
Kevin Gimpel, Noah A. Smith
CORR
2010
Springer
68views Education» more  CORR 2010»
15 years 1 months ago
An Optimization for Reasoning with Forest Logic Programs
Open Answer Set Programming (OASP) is an attractive framework for integrating ontologies and rules. In general OASP is undecidable. In previous work we provided a tableau-based alg...
Cristina Feier, Stijn Heymans