Sentence examples for matrices we learn from inspiring English sources

In order to fit the actual distribution of subsource mixing matrices, we learn these free hyper-parameters from training data.

In order to obtain the best fit between this prior and the actual prior distribution of spatial covariance matrices, we learn the number of degrees of freedom m from training data.

With all this as an explanation of how the poverty mobility matrices were constructed, what can we learn about rural poverty reduction in Peru?

Note that in the standard matrix completion, we would learn (N g + N d) × k parameters, but in IMC the number of parameters is independent of the number of genes or diseases, but depends only on the number of gene and disease features.

In the simplest case, one can ignore the Riemannian geometry of SPD matrices and learn a codebook straight from the vectorized form of these matrices.

On the one hand, to preserve the data structure of the whole feature set, we build the graph Laplacian matrix and learn the pseudo class labels through spectral analysis.

The design was further generalized by adopting a diffusion matrix to learn the local structure iteratively [18].

Compared to the cost-sensitive learning that explicitly uses cost matrix to learn a biased classifier toward the minority class, our method naturally embeds the importance of identifying minority samples in the new formulation and the relative importance between two classes is automatically learned from the data without using any priori knowledge.

For some embedding algorithms, we first learn the graph Laplacian matrix L while the graph weight matrix is defined as (S_{ij} = e^{{frac{{ - left| {x_{i} - x_{j} } right|^{2} }}{sigma }}}).

By pushing and pulling cells or materials such as mucus or extracellular matrix, one can learn about their mechanical properties.

By the time we hit Bullet Time, we had learned that the Matrix -- the universe in which Neo lived before he took the red pill offered by Morpheus Laurence Fishburnee) and "woke up" -- was a collective delusion, a computer simulation engineered by machines to keep the human race dormant while they harvested its energy.