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CORR
2010
Springer
153views Education» more  CORR 2010»
15 years 5 months ago
GraphLab: A New Framework for Parallel Machine Learning
Designing and implementing efficient, provably correct parallel machine learning (ML) algorithms is challenging. Existing high-level parallel abstractions like MapReduce are insuf...
Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny B...
CORR
2010
Springer
168views Education» more  CORR 2010»
15 years 5 months ago
A Bayesian Review of the Poisson-Dirichlet Process
The two parameter Poisson-Dirichlet process is also known as the PitmanYor Process and related to the Chinese Restaurant Process, is a generalisation of the Dirichlet Process, and...
Wray L. Buntine, Marcus Hutter
CORR
2008
Springer
84views Education» more  CORR 2008»
15 years 5 months ago
The emerging field of language dynamics
Large linguistic databases, especially databases having a global coverage such as The World Atlas of Language Structures (Haspelmath et al. 2005), The Automated Simility Judgment ...
Søren Wichmann
CORR
2008
Springer
175views Education» more  CORR 2008»
15 years 5 months ago
Energy Aware Self-Organizing Density Management in Wireless Sensor Networks
Energy consumption is the most important factor that determines sensor node lifetime. The optimization of wireless sensor network lifetime targets not only the reduction of energy...
Erwan Le Merrer, Vincent Gramoli, Anne-Marie Kerma...
137
Voted
CORR
2010
Springer
167views Education» more  CORR 2010»
15 years 5 months ago
Network Flow Algorithms for Structured Sparsity
We consider a class of learning problems that involve a structured sparsityinducing norm defined as the sum of -norms over groups of variables. Whereas a lot of effort has been pu...
Julien Mairal, Rodolphe Jenatton, Guillaume Obozin...
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