PETScML: Second-Order Solvers for Training Regression Problems in Scientific Machine Learning

Author:

Zampini Stefano1ORCID,Zerbinati Umberto2ORCID,Turkyyiah George1ORCID,Keyes David1ORCID

Affiliation:

1. King Abdullah University of Science and Technology, Thuwal, Saudi Arabia

2. University of Oxford, Oxford, United Kingdom

Publisher

ACM

Reference76 articles.

1. A choice of forcing terms in inexact Newton method

2. Rohan Anil, Vineet Gupta, Tomer Koren, Kevin Regan, and Yoram Singer. 2020. Second Order Optimization Made Practical. CoRR abs/2002.09018 (2020). arXiv:2002.09018

3. Satish Balay, Shrirang Abhyankar, Mark F. Adams, Steven Benson, Jed Brown, Peter Brune, Kris Buschelman, Emil M. Constantinescu, Lisandro Dalcin, Alp Dener, Victor Eijkhout, Jacob Faibussowitsch, William D. Gropp, Václav Hapla, Tobin Isaac, Pierre Jolivet, Dmitry Karpeev, Dinesh Kaushik, Matthew G. Knepley, Fande Kong, Scott Kruger, Dave A. May, Lois Curfman McInnes, Richard Tran Mills, Lawrence Mitchell, Todd Munson, Jose E. Roman, Karl Rupp, Patrick Sanan, Jason Sarich, Barry F. Smith, Stefano Zampini, Hong Zhang, Hong Zhang, and Junchao Zhang. 2023. PETSc Web page. https://petsc.org/

4. Compact quasi‐Newton preconditioners for symmetric positive definite linear systems

5. Optimization Methods for Large-Scale Machine Learning

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