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» Regularization by Adding Redundant Features
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IPMI
2009
Springer
14 years 11 months ago
Inverse-Consistent Surface Mapping With Laplace-Beltrami Eigen-Features
Abstract. We propose in this work a novel variational method for computing maps between surfaces by combining informative geometric features and regularizing forces including inver...
Arthur W. Toga, Jonathan H. Morra, Paul M. Thompso...
EMNLP
2007
14 years 9 days ago
Bootstrapping Feature-Rich Dependency Parsers with Entropic Priors
One may need to build a statistical parser for a new language, using only a very small labeled treebank together with raw text. We argue that bootstrapping a parser is most promis...
David A. Smith, Jason Eisner
EMSOFT
2009
Springer
14 years 5 months ago
Adding aggressive error correction to a high-performance compressing flash file system
While NAND flash memories have rapidly increased in both capacity and performance and are increasingly used as a storage device in many embedded systems, their reliability has de...
Yangwook Kang, Ethan L. Miller
EMNLP
2011
12 years 10 months ago
Structured Sparsity in Structured Prediction
Linear models have enjoyed great success in structured prediction in NLP. While a lot of progress has been made on efficient training with several loss functions, the problem of ...
André F. T. Martins, Noah A. Smith, M&aacut...
CHI
2010
ACM
14 years 5 months ago
How power users help and hinder open bug reporting
Many power users that contribute to open source projects have no intention of becoming regular contributors; they just want a bug fixed or a feature implemented. How often do thes...
Andrew J. Ko, Parmit K. Chilana