Sentence examples for large scale matrix from inspiring English sources

His research is on high performance and large scale matrix computations for analyzing data from social networks and scientific simulations.

The goal is to encourage distributed systems researchers to work on machine learning and numerical linear algebra problems, to inform machine learning researchers about new developments on large scale matrix analysis, and to identify unique challenges and opportunities.

The goal is to encourage machine learning researchers to work on numerical linear algebra problems, to inform machine learning researchers about new developments on large scale matrix analysis, and to identify unique challenges and opportunities.

SDPARA can effectively solve SDPs with a large number of equality constraints; however, it does not solve SDPs with a large scale matrix variable with similar effectiveness.

In this paper, we present a low-rank approach which exploits the structure of the saddle point system using techniques and theory from solving large scale matrix equations.

For a (large scale) matrix of size n=m2k (m,k⩾1) and p=2q (⩽n/2) available processors, we first construct an adequate 2-phases task segmentation and inducing a balanced layered task graph.

Large scale matrix-free finite element implementations save memory and are often significantly faster than implementations using classical sparse matrix techniques.

However, large scaled matrix computation is still treated as an open problem.

For the definition of the hyperparameters here we follow [16] and let (T_{C}) and (T_{S}) be the submatrices of a larger "scale" matrix (T_{0}) of dimension (Ntimes N), and choose (alpha >N).

Parallel Stochastic Gradient Algorithms for Large-Scale Matrix Completion B. Recht and C. Ré. 2011.

Parallel Stochastic Gradient Algorithms for Large-Scale Matrix Completion B. Recht and C. Ré.