Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "Gaussian Processes"
Now showing items 1-2 of 2
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Discriminative Gaussian Process Latent Variable Model for Classification
(2007-03-28)Supervised learning is difficult with high dimensional input spacesand very small training sets, but accurate classification may bepossible if the data lie on a low-dimensional manifold. GaussianProcess Latent Variable ...
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Unsupervised Distributed Feature Selection for Multi-view Object Recognition
(2008-02-17)Object recognition accuracy can be improved when information frommultiple views is integrated, but information in each view can oftenbe highly redundant. We consider the problem of distributed objectrecognition or indexing ...