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146
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CORR
2011
Springer
259views Education» more  CORR 2011»
14 years 10 months ago
Automatic Optimization for MapReduce Programs
The MapReduce distributed programming framework has become popular, despite evidence that current implementations are inefficient, requiring far more hardware than a traditional r...
Eaman Jahani, Michael J. Cafarella, Christopher R&...
JMLR
2011
148views more  JMLR 2011»
14 years 10 months ago
Bayesian Generalized Kernel Mixed Models
We propose a fully Bayesian methodology for generalized kernel mixed models (GKMMs), which are extensions of generalized linear mixed models in the feature space induced by a repr...
Zhihua Zhang, Guang Dai, Michael I. Jordan
161
Voted
JMLR
2011
105views more  JMLR 2011»
14 years 10 months ago
Posterior Sparsity in Unsupervised Dependency Parsing
A strong inductive bias is essential in unsupervised grammar induction. In this paper, we explore a particular sparsity bias in dependency grammars that encourages a small number ...
Jennifer Gillenwater, Kuzman Ganchev, João ...
149
Voted
WWW
2011
ACM
14 years 10 months ago
OntoWiki mobile: knowledge management in your pocket
Abstract. As comparatively powerful mobile computing devices are becoming more common, mobile web applications have started gaining in popularity. In this paper we present an appro...
Timofey Ermilov, Norman Heino, Sören Auer
204
Voted
WWW
2011
ACM
14 years 10 months ago
Towards liquid service oriented architectures
The advent of Cloud computing platforms, and the growing pervasiveness of Multicore processor architectures have revealed the inadequateness of traditional programming models base...
Daniele Bonetta, Cesare Pautasso
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