Moreover, the classical Newton methods are integrated to improve the network architecture, ensuring better formulation of problems in operator learning. After integration with traditional Newton ...

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs ...

Due to increasing computer processing power, Newton's method is receiving again increasing interest for solving optimization problems. In this paper, we provide a methodology for solving smooth norm ...

Graph representations of source code — abstract syntax tree (AST), control-flow graph (CFG), data-flow graphs, etc. — are now commonly employed by machine learning researchers for code research. In ...

In numerical analysis, the Newton's Method (or Method of Newton-Raphson), developed by Isaac Newton and Joseph Raphson, aims at estimating the roots of a function. For this purpose, an initial ...

Pose graph optimization (PGO), or equivalently pose synchronization, that is synchronizing rotations and positions, is the state-of-the-art formulation for simultaneous localization and mapping in ...

Discover the extension of Newton's method and compare convergences with various formulas. Explore Murase's cubic equation formulas and their connection to Horner's method. Uncover the originality of ...

Discover new variants of Newton’s method for nonlinear optimization problems. See how the proposed family outperforms classical Newton’s method. MSC: 65H05.