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» Introduction to Randomized Algorithms
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COLT
2005
Springer
15 years 10 months ago
Towards a Theoretical Foundation for Laplacian-Based Manifold Methods
In recent years manifold methods have attracted a considerable amount of attention in machine learning. However most algorithms in that class may be termed “manifold-motivatedâ€...
Mikhail Belkin, Partha Niyogi
159
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CPAIOR
2005
Springer
15 years 10 months ago
A Search-Infer-and-Relax Framework for Integrating Solution Methods
Abstract. We present an algorithmic framework for integrating solution methods that is based on search, inference, and relaxation and their interactions. We show that the following...
John N. Hooker
EGC
2005
Springer
15 years 10 months ago
Rapid Distribution of Tasks on a Commodity Grid
The global internet is rich in commodity resources but scarce in specialized resources. We argue that a grid framework can achieve better performance if it separates the management...
Ladislau Bölöni, Damla Turgut, Taskin Ko...
EUROPAR
2005
Springer
15 years 10 months ago
Dynamic Page Migration Under Brownian Motion
We consider Dynamic Page Migration (DPM) problem, one of the fundamental subproblems of data management in dynamically changing networks. We investigate a hybrid scenario, where ac...
Marcin Bienkowski, Miroslaw Korzeniowski
FCT
2005
Springer
15 years 10 months ago
Reconstructing Many Partitions Using Spectral Techniques
A partitioning of a set of n items is a grouping of these items into k disjoint, equally sized classes. Any partition can be modeled as a graph. The items become the vertices of th...
Joachim Giesen, Dieter Mitsche