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CDC
2009
IEEE
137views Control Systems» more  CDC 2009»
15 years 9 months ago
Asynchronous gossip algorithms for stochastic optimization
Abstract— We consider a distributed multi-agent network system where the goal is to minimize an objective function that can be written as the sum of component functions, each of ...
Sundhar Srinivasan Ram, Angelia Nedic, Venugopal V...
FMICS
2006
Springer
15 years 8 months ago
Evaluating Quality of Service for Service Level Agreements
Abstract. Quantitative analysis of quality-of-service metrics is an important tool in early evaluation of service provision. This analysis depends on being able to estimate the ave...
Allan Clark, Stephen Gilmore
ICPR
2010
IEEE
15 years 7 months ago
Underwater Mine Classification with Imperfect Labels
A new algorithm for performing classification with imperfectly labeled data is presented. The proposed approach is motivated by the insight that the average prediction of a group ...
David Williams
ATAL
2008
Springer
15 years 6 months ago
Decommitment in multi-resource negotiation
This paper presents the design and implementation of negotiation agents that negotiate with other entities for acquiring multiple resources. In our approach, agents utilize a time...
Bo An, Victor R. Lesser, Kwang Mong Sim
NIPS
1994
15 years 5 months ago
Efficient Methods for Dealing with Missing Data in Supervised Learning
We present efficient algorithms for dealing with the problem of missing inputs (incomplete feature vectors) during training and recall. Our approach is based on the approximation ...
Volker Tresp, Ralph Neuneier, Subutai Ahmad