A Study on Truncated Newton Methods for Linear Classification

IEEE Transactions on Neural Networks and Learning Systems ◽

10.1109/tnnls.2020.3045836 ◽

2021 ◽

pp. 1-14

Author(s):

Leonardo Galli ◽

Chih-Jen Lin

Keyword(s):

Linear Classification ◽

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton

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Truncated-Newton Methods for Large-Scale Function Minimization

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)62430-3 ◽

1983 ◽

Vol 16 (8) ◽

pp. 91-100

Author(s):

S.G. Nash

Keyword(s):

Large Scale ◽

Function Minimization ◽

Scale Function ◽

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton

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Numerical Experiences with New Truncated Newton Methods in Large Scale Unconstrained Optimization

Computational Issues in High Performance Software for Nonlinear Optimization ◽

10.1007/978-0-585-26778-4_5 ◽

2007 ◽

pp. 71-87 ◽

Cited By ~ 1

Author(s):

Stefano Lucidi ◽

Massimo Roma

Keyword(s):

Unconstrained Optimization ◽

Large Scale ◽

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton ◽

Large Scale Unconstrained Optimization

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Truncated newton methods and the modeling of complex immersed elastic structures

Communications on Pure and Applied Mathematics ◽

10.1002/cpa.3160460602 ◽

1993 ◽

Vol 46 (6) ◽

pp. 787-818 ◽

Cited By ~ 58

Author(s):

Lisa J. Fauci ◽

Aaron L. Fogelson

Keyword(s):

Newton Methods ◽

Elastic Structures ◽

Truncated Newton Methods ◽

Truncated Newton

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On truncated-newton methods for solving the spatial price equilibrium problem

Networks ◽

10.1002/net.3230250403 ◽

1995 ◽

Vol 25 (4) ◽

pp. 177-182

Author(s):

M. Florian ◽

S. J. Thomas ◽

R. V. M. Zahar

Keyword(s):

Equilibrium Problem ◽

Newton Methods ◽

Price Equilibrium ◽

Spatial Price Equilibrium ◽

Truncated Newton Methods ◽

Spatial Price ◽

Truncated Newton ◽

Spatial Price Equilibrium Problem

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Data and performance profiles applying an adaptive truncation criterion, within linesearch-based truncated Newton methods, in large scale nonconvex optimization

Data in Brief ◽

10.1016/j.dib.2018.01.012 ◽

2018 ◽

Vol 17 ◽

pp. 246-255 ◽

Cited By ~ 8

Author(s):

Andrea Caliciotti ◽

Giovanni Fasano ◽

Stephen G. Nash ◽

Massimo Roma

Keyword(s):

Nonconvex Optimization ◽

Large Scale ◽

Newton Methods ◽

Truncated Newton Methods ◽

Performance Profiles ◽

Truncated Newton ◽

And Performance ◽

Truncation Criterion

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A survey of truncated-Newton methods

Numerical Analysis: Historical Developments in the 20th Century ◽

10.1016/b978-0-444-50617-7.50012-4 ◽

2001 ◽

pp. 265-279 ◽

Cited By ~ 1

Author(s):

Stephen G. Nash

Keyword(s):

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton

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Block truncated-Newton methods for parallel optimization

Mathematical Programming ◽

10.1007/bf01589117 ◽

1989 ◽

Vol 45 (1-3) ◽

pp. 529-546 ◽

Cited By ~ 26

Author(s):

Stephen G. Nash ◽

Ariela Sofer

Keyword(s):

Parallel Optimization ◽

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton

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Dynamic scaling based preconditioning for truncated Newton methods in large scale unconstrained optimization

Optimization Methods and Software ◽

10.1080/10556780410001727709 ◽

2005 ◽

Vol 20 (6) ◽

pp. 693-713 ◽

Cited By ~ 10

Author(s):

Massimo Roma

Keyword(s):

Unconstrained Optimization ◽

Large Scale ◽

Dynamic Scaling ◽

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton ◽

Large Scale Unconstrained Optimization

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Truncated Newton Methods for Nonlinear Finite Element Analysis

Proceedings of the Third International Conference on Civil and Structural Engineering Computing ◽

10.4203/ccp.4.18.2 ◽

2009 ◽

Author(s):

M. Papadrakakis ◽

G.J. Gantes

Keyword(s):

Finite Element Analysis ◽

Finite Element ◽

Nonlinear Finite Element Analysis ◽

Nonlinear Finite Element ◽

Newton Methods ◽

Element Analysis ◽

Truncated Newton Methods ◽

Truncated Newton

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Curvilinear Stabilization Techniques for Truncated Newton Methods in Large Scale Unconstrained Optimization

SIAM Journal on Optimization ◽

10.1137/s1052623495295250 ◽

1998 ◽

Vol 8 (4) ◽

pp. 916-939 ◽

Cited By ~ 36

Author(s):

Stefano Lucidi ◽

Francesco Rochetich ◽

Massimo Roma

Keyword(s):

Unconstrained Optimization ◽

Large Scale ◽

Newton Methods ◽

Truncated Newton Methods ◽

Truncated Newton ◽

Large Scale Unconstrained Optimization

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