Documentos de Guardado-Medina R.O. | REDI

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Área de conocimiento: "Aprendizaje automático"

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Applied Sciences (Switzerland)(2)

Área temáticas

Ciencias de la computación(1)

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Programación informática, programas, datos, seguridad(1)

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Gated restricted Boltzmann machine(1)

approximating kernel(1)

kernel spectral representation(1)

locally stationary kernel(1)

Multimodal tucker decomposition for gated rbm inference

Abstract: Gated networks are networks that contain gating connections in which the output of at least two neur

Palabras claves:

Gated restricted Boltzmann machine, Tensors, tucker decomposition, unsupervised learning

Andrés Mendez-Vazquez, Guardado-Medina R.O., Maldonado-Chan M.

Kernel Learning by Spectral Representation and Gaussian Mixtures

Abstract: One of the main tasks in kernel methods is the selection of adequate mappings into higher dimension

Palabras claves:

approximating kernel, kernel spectral representation, locally stationary kernel, non-parametric kernel learning

Andrés Mendez-Vazquez, Garcia A., Guardado-Medina R.O., Pena-Llamas L.R.