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Prior calibration was performed by using sparse and sporadic soil moisture values measured by portable time domain reflectometry devices.
It is also shown that the computations involved can be handled efficiently by exploiting the structure of the associated design matrix, or by using sparse matrix routines.
It can be solved by using sparse matrix-vector products which are inefficient to achieve high Flop-rate neither on CPUs nor GPUs.
This block-sparsity property of the frequency content suggests alternative ways to recover and detect tonals by using sparse signal processing techniques.
There is a fast solution to the proposed guided random walks by using sparse linear matrix operations and the whole framework can be seamlessly implemented in a parallel architecture.
Therefore, by using sparse matrices, exact inference is still viable.
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The goal of this experiment is to locate the source positions by focusing data recorded using dense acquisition in media with random fluctuations or by focusing data recorded using sparse acquisition arrays in media without random fluctuations.
We also tested the impact of the number of visual words on the results of the model by training the network using sparse SURF features on the DR2 dataset while varying M (Fig. 3).
(ii) We show how the 1-D modal retrieval problem can be addressed using sparse estimation approach by building a dictionary whose atoms are calculated by sampling the modal function over a 2-D grid (frequency and damping factor) in order to obtain all possible modes combinations.
Initial crystallization conditions were identified by means of hanging drop vapor diffusion using sparse matrix screens (QIAGEN).
Inspired by Bayesian factor analysis, we will investigate the variable selection methods using sparse dictionary.
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