198 citations
- Purdue University West LafayetteUS6 papers
- Universidade Estadual Paulista (Unesp)BR4 papers
- Consejo Superior de Investigaciones CientíficasES3 papers
- Industrial University of SantanderCO3 papers
- Institut d'Estudis Espacials de CatalunyaES3 papers
- Universidad de GuanajuatoMX3 papers
- University of SheffieldGB3 papers
- Consejo Nacional de Investigaciones Científicas y TécnicasAR2 papers
- Norwegian University of Science and TechnologyNO2 papers
- Purdue University SystemUS2 papers
- Tsinghua UniversityCN2 papers
- Universidad de AntioquiaCO2 papers
Showing 2009 · stat.MLShow 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…