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PADS
2005
ACM
16 years 10 days ago
Performance Benchmark of a Parallel and Distributed Network Simulator
Simulation of large-scale networks requires enormous amounts of memory and processing time. One way of speeding up these simulations is to distribute the model over a number of co...
Samson Lee, John Leaney, Tim O'Neill, Mark Hunter
CBSE
2005
Springer
16 years 9 days ago
Architecture Based Deployment of Large-Scale Component Based Systems: The Tool and Principles
After a component based system is developed, it has to be deployed into a target environment. As the system becomes much larger and more complex and the environment becomes open an...
Ling Lan, Gang Huang, Liya Ma, Meng Wang, Hong Mei...
COLT
2005
Springer
16 years 9 days ago
Stability and Generalization of Bipartite Ranking Algorithms
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Partha Niyogi
COLT
2005
Springer
16 years 9 days ago
Learnability of Bipartite Ranking Functions
The problem of ranking, in which the goal is to learn a real-valued ranking function that induces a ranking or ordering over an instance space, has recently gained attention in mac...
Shivani Agarwal, Dan Roth
ILP
2005
Springer
16 years 8 days ago
Online Closure-Based Learning of Relational Theories
Online learning algorithms such as Winnow have received much attention in Machine Learning. Their performance degrades only logarithmically with the input dimension, making them us...
Frédéric Koriche