Sentence examples for sampling of the manifold from inspiring English sources

Here is a sampling of the manifold wonderments museums are offering this season.

In this work we demonstrate applications of the SSMM in (1) identifying samples on the manifold which contain noise, defined as those samples which deviate from the SSMM, and (2) accurate out-of-sample extrapolation (OSE) of newly acquired samples onto a manifold constrained by the SSMM.

The set S is a discrete uniform sub-sampling of the manifold Ω obtained using farthest sampling principle [64] (e.g., red, green, and blue points in Fig. 5).

In order to retrieve the desired object movie from the database, we first map an object movie into the sampling of a manifold in the feature space.

Samples of the Sierpinski manifold were made and placed on the roof of a building in a central business district in a city and obtained the desired result of cooling down by mitigating solar heat and light under their structure.

For datasets with high-intrinsic dimensionality and low number of samples, the underlying estimation of the manifold might be difficult and highly variable.

The philosophy of the manifold is neutral about this issue.

The cotangent bundle of a differentiable manifold consists, at every point of the manifold, of the dual of the tangent space, the cotangent space.

LLE preserves the local properties of the manifold by means of a 'reconstruction weights operation', which locally linearizes by solving a constrained least-squares problem the manifold in the neighborhood of each sample (Roweis and Saul, 2000).

We finally evaluated the effect of the manifold modeling technique described in Section 2.4.

Changing tasks, the system can jump from one stable branch of the manifold to another one.