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139
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JMLR
2012
13 years 6 months ago
Bounding the Probability of Error for High Precision Optical Character Recognition
We consider a model for which it is important, early in processing, to estimate some variables with high precision, but perhaps at relatively low recall. If some variables can be ...
Gary B. Huang, Andrew Kae, Carl Doersch, Erik G. L...
168
Voted
JMLR
2012
13 years 6 months ago
Metric and Kernel Learning Using a Linear Transformation
Metric and kernel learning arise in several machine learning applications. However, most existing metric learning algorithms are limited to learning metrics over low-dimensional d...
Prateek Jain, Brian Kulis, Jason V. Davis, Inderji...
204
Voted
JMLR
2012
13 years 6 months ago
Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics
We consider the task of estimating, from observed data, a probabilistic model that is parameterized by a finite number of parameters. In particular, we are considering the situat...
Michael Gutmann, Aapo Hyvärinen
193
Voted
ICDE
2012
IEEE
269views Database» more  ICDE 2012»
13 years 6 months ago
A Deep Embedding of Queries into Ruby
—We demonstrate SWITCH, a deep embedding of relational queries into RUBY and RUBY on RAILS. With SWITCH, there is no syntactic or stylistic difference between RUBY programs that ...
Torsten Grust, Manuel Mayr
133
Voted
ECOOP
2012
Springer
13 years 6 months ago
An Analysis of the Mozilla Jetpack Extension Framework
Abstract. The Jetpack framework is Mozilla’s newly-introduced extension development technology. Motivated primarily by the need to improve how scriptable extensions (also called ...
Rezwana Karim, Mohan Dhawan, Vinod Ganapathy, Chun...
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