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JMLR
2012
13 years 8 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...
JMLR
2012
13 years 8 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
ICDE
2012
IEEE
269views Database» more  ICDE 2012»
13 years 8 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
ECOOP
2012
Springer
13 years 8 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...
TON
2012
13 years 8 months ago
A Transport Protocol to Exploit Multipath Diversity in Wireless Networks
Abstract—Wireless networks (including wireless mesh networks) provide opportunities for using multiple paths. Multihoming of hosts, possibly using different technologies and prov...
Vicky Sharma, Koushik Kar, K. K. Ramakrishnan, Shi...
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