198 citations
- Purdue University West LafayetteUS6 papers
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Showing 2009Show all
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stat.ML2009★ 6 cited
Variational Inducing Kernels for Sparse Convolved Multiple Output Gaussian Processes
Mauricio A. Álvarez, David Luengo, Michalis K. Titsias +1
Interest in multioutput kernel methods is increasing, whether under the guise of multitask learning, multisensor networks or structured output data. From the Gaussian process persp…
stat.ML2009★ 6 cited
Sparse Convolved Multiple Output Gaussian Processes
Mauricio A. Álvarez, Neil D. Lawrence
Recently there has been an increasing interest in methods that deal with multiple outputs. This has been motivated partly by frameworks like multitask learning, multisensor network…