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Weston, Jason
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Learning semantic representations of objects and their parts
Mesnil G., Bordes A., Weston J., Chechik G., Bengio Y. Machine Learning 94(2): 281-301, 2014. Type: Article
Digital images are everywhere. To make those images searchable, we laboriously annotate them with a list of contents. Ideally, we want a program that does the annotation for us, but this is still an unsolved problem in image analysis. ...
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Jul 3 2014
Large-scale kernel machines (Neural Information Processing)
Bottou L., Chapelle O., DeCoste D., Weston J., The MIT Press, 2007. 416 pp. Type: Book (9780262026253)
Kernel-based techniques represent a major development in machine learning algorithms. These techniques include support vector machines (SVM), Bayes point machines, kernel principal component analysis, and Gaussian processes. SVMs are a...
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Apr 10 2008
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