320 search results - page 42 / 64 » Algebraic Signatures for Scalable Distributed Data Structure... |
ICANN
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. Classification of structured data (i.e., data that are represented as graphs) is a topic of interest in the machine learning community. This paper presents a different,...
MIDDLEWARE
2007
Springer
15 years 5 months ago
2007
Springer
With the increased realisation of the benefits of studying environmental data, sensor networks are rapidly scaling in size, heterogeneity of data, and applications. In this paper...
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AAAI
2008
15 years 2 months ago
2008
The construction of causal graphs from non-experimental data rests on a set of constraints that the graph structure imposes on all probability distributions compatible with the gr...
HIPC
2005
Springer
15 years 5 months ago
2005
Springer
Abstract. Parallelizing a sequential algorithm—i.e., manually or automatically converting it into an equivalent parallel distributed algorithm—is an important problem. Ideally,...
JMLR
2010
14 years 6 months ago
2010
Various supervised inference methods can be analyzed as convex duals of the generalized maximum entropy (MaxEnt) framework. Generalized MaxEnt aims to find a distribution that max...