Multi-stage Learning of Linear Algebra Algorithms

• Published in: 2008 Seventh International Conference on Machine Learning and Applications pp. 402 - 407
• Main Authors: Eijkhout, V., Fuentes, E.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.12.2008
• Subjects: Eigenvalues and eigenfunctions; Heuristic algorithms; Intelligent systems; Iterative algorithms; Learning systems; Linear algebra; Linear systems; Machine learning; Machine learning algorithms; Measurement; multi-stage recommendations

In evolving applications, there is a need for the dynamic selection of algorithms or algorithm parameters. Such selection is hardly ever governed by exact theory, so intelligent recommender systems have been proposed. In our application area, the iterative solution of linear systems of equations, th...