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CIKM
2010
Springer
14 years 8 months ago
Automatically suggesting topics for augmenting text documents
We present a method for automated topic suggestion. Given a plain-text input document, our algorithm produces a ranking of novel topics that could enrich the input document in a m...
Robert West, Doina Precup, Joelle Pineau
FOCM
2010
108views more  FOCM 2010»
14 years 8 months ago
Iterative Thresholding Meets Free-Discontinuity Problems
Free-discontinuity problems describe situations where the solution of interest is defined by a function and a lower dimensional set consisting of the discontinuities of the funct...
Massimo Fornasier, Rachel Ward
IJHPCA
2010
117views more  IJHPCA 2010»
14 years 7 months ago
Fine-Grained Multithreading Support for Hybrid Threaded MPI Programming
As high-end computing systems continue to grow in scale, recent advances in multiand many-core architectures have pushed such growth toward more denser architectures, that is, mor...
Pavan Balaji, Darius Buntinas, David Goodell, Will...
ML
2008
ACM
110views Machine Learning» more  ML 2008»
14 years 7 months ago
A theory of learning with similarity functions
Kernel functions have become an extremely popular tool in machine learning, with an attractive theory as well. This theory views a kernel as implicitly mapping data points into a ...
Maria-Florina Balcan, Avrim Blum, Nathan Srebro
JSAC
2010
131views more  JSAC 2010»
14 years 7 months ago
BGP Add-Paths: The Scaling/Performance Tradeoffs
— Internet Service Providers design their network with resiliency in mind, having multiple paths towards external IP subnets available at the borders of their network. However, w...
Virginie Van den Schrieck, Pierre François,...
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