A Theory of Networks for Approximation and Learning

By means of a preprocessing for word-grouping and time- period related analysis of the common lexicon, we determine a bias reference level for the recurrence frequency of the

to locate each cell of L → ij and to define the relative order between the cells assigned to the same hole, we define another directed graph G ij whose vertices are the cells of L →

Approximation and regularization of arbitrary functions in Hilbert spaces by the Lasry-Lions method.. Annales

We propose a completely different explicit scheme based on a stochastic step sequence and we obtain the almost sure convergence of its weighted empirical measures to the

Finally, the paper is organized as follows: After some definitions and a brief history of the explicit determination of the best approximating algebraic polynomial to a

Figure 6: Average computing time (in seconds) over iterations of the LP solver for the search of H-sub-matrices and strictly diagonally dominant sub-matrices, and for the

L’archive ouverte pluridisciplinaire HAL, est destinée au dépôt et à la diffusion de documents scientifiques de niveau recherche, publiés ou non, émanant des

Our numerical results indicate that unlike global methods, local techniques and in particular the LHI method may solve problems of great scale since the global systems of equations