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» A Scalable Hierarchical Distributed Language Model
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NIPS
2008
13 years 6 months ago
A Scalable Hierarchical Distributed Language Model
Neural probabilistic language models (NPLMs) have been shown to be competitive with and occasionally superior to the widely-used n-gram language models. The main drawback of NPLMs...
Andriy Mnih, Geoffrey E. Hinton
ATAL
2005
Springer
13 years 10 months ago
A scalable approach to multi-agent resource acquisition and control
Scalable coordination is a key challenge in deployment of multiagent systems. Resource usage is one part of agent behavior which naturally lends itself to abstraction. CyberOrgs i...
Nadeem Jamali, Xinghui Zhao
SDM
2007
SIAM
152views Data Mining» more  SDM 2007»
13 years 6 months ago
HP2PC: Scalable Hierarchically-Distributed Peer-to-Peer Clustering
In distributed data mining models, adopting a flat node distribution model can affect scalability. To address the problem of modularity, flexibility and scalability, we propose...
Khaled M. Hammouda, Mohamed S. Kamel
NIPS
2004
13 years 6 months ago
Hierarchical Distributed Representations for Statistical Language Modeling
Statistical language models estimate the probability of a word occurring in a given context. The most common language models rely on a discrete enumeration of predictive contexts ...
John Blitzer, Kilian Q. Weinberger, Lawrence K. Sa...
CD
2004
Springer
13 years 10 months ago
Asynchronous, Hierarchical, and Scalable Deployment of Component-Based Applications
The deployment of distributed component-based applications is a complex task. Proposed solutions are often centralized, which excludes their use for the deployment of large-scale a...
Vivien Quéma, Roland Balter, Luc Bellissard...