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» The Inference Problem: A Survey
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JMLR
2010
187views more  JMLR 2010»
15 years 2 months ago
SFO: A Toolbox for Submodular Function Optimization
In recent years, a fundamental problem structure has emerged as very useful in a variety of machine learning applications: Submodularity is an intuitive diminishing returns proper...
Andreas Krause
SDM
2009
SIAM
129views Data Mining» more  SDM 2009»
16 years 4 months ago
Scalable Distributed Change Detection from Astronomy Data Streams Using Local, Asynchronous Eigen Monitoring Algorithms.
This paper considers the problem of change detection using local distributed eigen monitoring algorithms for next generation of astronomy petascale data pipelines such as the Larg...
Kamalika Das, Kanishka Bhaduri, Sugandha Arora, We...
ICCSA
2009
Springer
16 years 2 months ago
A Performance Comparison of Swarm Intelligence Inspired Routing Algorithms for MANETs
Swarm Intelligence (SI) inspired routing algorithms have become a research focus in recent years due to their self-organizing nature, which is very suitable to the routing problems...
Jin Wang, Sungyoung Lee
AINA
2006
IEEE
16 years 1 months ago
Collaborative Fault Diagnosis in Grids through Automated Tests
Grids have the potential to revolutionize computing by providing ubiquitous, on demand access to computational services and resources. However, grid systems are extremely large, c...
Alexandre Duarte, Francisco Vilar Brasileiro, Walf...
FCT
1991
Springer
15 years 10 months ago
The Complexity of Computing Maximal Word Functions
Maximal word functions occur in data retrieval applications and have connections with ranking problems, which in turn were rst investigated in relation to data compression 21 . By ...
Danilo Bruschi, Giovanni Pighizzini