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JNCA
2010
94views more  JNCA 2010»
15 years 2 months ago
Distributed autonomic management: An approach and experiment towards managing service-centric networks
This paper describes a novel approach for managing service-centric communications networks called distributed autonomic management (DAM). Current approaches to network management ...
Pradeep Ray, Nandan Parameswaran, Lundy Lewis
EMNLP
2006
15 years 5 months ago
Solving the Problem of Cascading Errors: Approximate Bayesian Inference for Linguistic Annotation Pipelines
The end-to-end performance of natural language processing systems for compound tasks, such as question answering and textual entailment, is often hampered by use of a greedy 1-bes...
Jenny Rose Finkel, Christopher D. Manning, Andrew ...
137
Voted
NC
1998
102views Neural Networks» more  NC 1998»
15 years 5 months ago
Outliers and Bayesian Inference
In this paper we report about an investigation in which we studied the properties of Bayes' inferred neural network classifiers in the context of outlier detection. The proble...
Peter Sykacek
178
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ML
1998
ACM
153views Machine Learning» more  ML 1998»
15 years 3 months ago
Bayesian Landmark Learning for Mobile Robot Localization
To operate successfully in indoor environments, mobile robots must be able to localize themselves. Most current localization algorithms lack flexibility, autonomy, and often optim...
Sebastian Thrun
PERCOM
2010
ACM
15 years 2 months ago
Faster Bayesian context inference by using dynamic value ranges
—This paper shows how to reduce evaluation time for context inference. Probabilistic Context Inference has proven to be a good representation of the physical reality with uncerta...
Korbinian Frank, Patrick Robertson, Sergio Fortes ...