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147
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NIPS
2001
15 years 5 months ago
On the Generalization Ability of On-Line Learning Algorithms
In this paper, it is shown how to extract a hypothesis with small risk from the ensemble of hypotheses generated by an arbitrary on-line learning algorithm run on an independent an...
Nicolò Cesa-Bianchi, Alex Conconi, Claudio ...
111
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NIPS
2003
15 years 5 months ago
Learning the k in k-means
When clustering a dataset, the right number k of clusters to use is often not obvious, and choosing k automatically is a hard algorithmic problem. In this paper we present an impr...
Greg Hamerly, Charles Elkan
116
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EUROPDS
1997
15 years 5 months ago
A Combined Virtual Shared Memory and Network which Schedules
In this paper, we follow a new path to arrive at the idea of a COMA — a Cache Only Memory Architecture. We show how the evolution of another architecture (ADARC) leads quite nat...
Ronald Moore, Bernd Klauer, Klaus Waldschmidt
121
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ANLP
1994
105views more  ANLP 1994»
15 years 5 months ago
Modeling Content Identification from Document Images
A new technique to locate content-representing words for a given document image using representation of character shapes is described. A character shape code representation define...
Takehiro Nakayama
128
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AAAI
2010
15 years 4 months ago
The Genetic Algorithm as a General Diffusion Model for Social Networks
Diffusion processes taking place in social networks are used to model a number of phenomena, such as the spread of human or computer viruses, and the adoption of products in `vira...
Mayank Lahiri, Manuel Cebrián