In this paper, we study the generalization of this structure by developing the closed form expressions of the generalized structure. Through this, any Farrow ...
The generalization of the Newton structure is studied by developing the closed form expressions of the generalized structure, which enables the application ...
We demonstrate how this makes possible the design of optimized Newton structures that offer a reduction in complexity by half compared to their Farrow.
The Newton iteration is a popular method for minimising a cost function on Euclidean space. Various generalisations to cost functions defined on manifolds ...
Generalization and Coefficients Optimization of the Newton Structure. Ali Zeineddine (1, 2, 3) , Stéphane Paquelet (4) , Amor Nafkha (2) , Christophe Moy (2 ...
This thesis studies the interplay between generalization and optimization in machine learn- ing algorithms, through the lens of kernel methods. We first cover ...
This article is about Newton's method for finding roots. For Newton's method for finding minima, see Newton's method in optimization. In numerical analysis, the ...
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Our generalized Newton methods provide a tool for enlarging the region where λ = λ ( s ) is finite. Moreover, a suitable choice of s might produce a smaller ...
Newton's method is a basic tool in numerical analysis and numerous applications, including operations research and data mining.
This book is about convex optimization, a special class of mathematical optimiza- tion problems, which includes least-squares and linear programming ...