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Consensus-Based Distributed Support Vector Machines

Consensus-Based Distributed Support Vector Machines,Journal of Machine Learning Research,Pedro A. Forero,Alfonso Cano,Georgios B. Giannakis

Consensus-Based Distributed Support Vector Machines   (Citations: 1)
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Journal: Journal of Machine Learning Research - JMLR , vol. 11, pp. 1663-1707, 2010
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    • ...the purpose of fitting, e.g., a sparse model, may not be willing to share their training data but only the learning results [8], [12]...
    • ...Achieving consensus across agents was considered in applications as diverse as vehicle coordination [20], sample-averaging of distributed sensor observations [37], sensing for cognitive radio (CR) [2], [3], and distributed learning in WSNs [12]; see also [24]...

    Gonzalo Mateoset al. Distributed sparse linear regression

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