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Faithful Representation of Separable Distributions

Neural Computation, 1997
A geometric approach to data representation incorporating information theoretic ideas is presented. The task of finding a faithful representation, where the input distribution is evenly partitioned into regions of equal mass, is addressed. For input consisting of mixtures of statistically independent sources, we treat independent component analysis ...
Juan K. Lin   +2 more
openaire   +1 more source

Stability and enzyme separation: Integral representation of the solutions

Bulletin of Mathematical Biology, 1974
Two enzymes, cross-coupled through their respective products, are membrane-bound and thereby separated from each other. The cross-coupling is of opposite character and diffusion limited, i.e. an activation-inhibition couple with a diffusion-induced time-lag.
openaire   +2 more sources

Separable representations of the Coulomb interaction

International Journal of Quantum Chemistry, 2009
AbstractError limits are developed for some separable approximations to the representation of the Coulomb interaction matrix elements. They are directed towards the application of Slater atomic orbital basis sets in large‐scale molecular calculations. © 2009 Wiley Periodicals, Inc.
openaire   +1 more source

Representation models in single channel source separation

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2015
Model-based single-channel source separation (SCSS) is an ill-posed problem requiring source-specific prior knowledge. In this paper, we use representation learning and compare general stochastic networks (GSNs), Gauss Bernoulli restricted Boltzmann machines (GBRBMs), conditional Gauss Bernoulli restricted Boltzmann machines (CGBRBMs), and higher order
Matthias Zöhrer, Franz Pernkopf
openaire   +1 more source

On representations with a separable spectrum

Functional Analysis and Its Applications, 1973
Lyubich, Yu. I.   +2 more
openaire   +1 more source

Strongly Gorenstein-projective Quiver Representations

Taiwanese Journal of Mathematics, 2021
Xiu-Hua Luo
exaly  

Optimization via separated representations and the canonical tensor decomposition

Journal of Computational Physics, 2017
Alireza Doostan, Gregory Beylkin
exaly  

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