Nonlinear algebra in an ACORN with applications to deep learning
A simple algorithm for solving a set of nonlinear equations by matrix algebra has been discovered recently - first by transforming them into an equivalent matrix equation and then finding the solution analytically in terms of the inverse matrix of this equation. With this newly developed ACORN (Adap...
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| Main Authors: | , |
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| Format: | Book |
| Language: | English |
| Published: |
Singapore
World Scientific Publishing Co. Pte Ltd.
2018
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| Subjects: | |
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Table of Contents:
- 1. An overview of optimization
- 2. The acorn approach to optimization
- 3. Application to pedagogical examples
- 4. A data-modeling example from accelerator physics
- 5. Applications to machine learning and neural networks