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These notably include sparse coding methods and deep neural networks.
They are designed to exploit low effective dimensions and include sparse grid methods as special case.
A compromise between these two methodologies is represented by the use of data assimilation scheme to include sparse remote estimates of surface fluxes into continuous modelling.
These techniques include sparse representation, real time re-sampling, and the wavelet applications.
My research interests include sparse and low-dimensional representations of high dimensional data, as well as compressed sensing.
These algorithms include sparse Bayes [9], Bayesian compressive sensing (BCS) [10] and the fast Bayesian matching pursuit (FBMP) [11].
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Many factors, including sparse population and isolation, the Dalai Lama said, could be implicated in marriage practices in Tibet.
The peatland is dominated by Sphagnum spp. moss, and includes sparse forb and lichen groundcover, and an open canopy of Picea mariana trees.
In this paper, we propose high-performance GPU implementations for a set of important irregular EDA computing patterns including sparse matrix, graph algorithms and message-passing algorithms.
Since 1991, when Craig released his first EP, "4 Jazz Funk Classics," he has rethought the cavernous 808 drums of his city's sound; his 2013 record "Masterpiece" included sparse, ambient tracks inspired by David Lynch.
Sparse generalized eigenvalue problem (GEP) plays a pivotal role in a large family of high-dimensional learning tasks, including sparse Fishers discriminant analysis, canonical correlation analysis, and sufficient dimension reduction.
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