Richard P. Newton Family papers
Correspondence comprises the largest portion of the Papers of the Richard P. Newton Family and documents the daily lives of Richard Newton, Dorothy Speilman Newton, Lillian Boehm, and some of their friends.
Newton, Richard P.
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Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints
We consider solving large scale nonconvex optimisation problems with nonnegativity constraints. Such problems arise frequently in machine learning, such as nonnegative least-squares, nonnegative matrix factorisation, as well as problems with sparsity-inducing regularisation.
Smee, Oscar, Roosta, Fred
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Stephen Family, Newton Family
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The Behavior of Newton-type Methods on Two Equivalent Systems from Linear Programming
Newton-type methods are fundamental techniques for solving systems of nonlinear equations. However, it is often not fully appreciated that these methods can produce significantly different behavior when applied to equivalent systems.
Cristina Villalobos +2 more
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Isolated Calmness of Perturbation Mappings and Superlinear Convergence of Newton-Type Methods. [PDF]
Benko M, Mehlitz P.
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Newton-type inequalities for the class of modified hyperbolic p-convex functions via Riemann-Liouville fractional integrals with numerical justifications. [PDF]
Iqra I +4 more
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Fingering instability at the interface between growing and not-growing cell populations with different mobilities. [PDF]
Ciarletta P +3 more
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A Quantum Computing Method for AC Power Flow with Residual-Controlled Dynamic Precision. [PDF]
Yan M, Zhang D, Yang K, Cao Y.
europepmc +1 more source
Mixed complementarity problems: Regularity, error bounds, and Newton-type methods
This paper is devoted to mixed complementarity problems (variational inequalities on a box). This class includes many important problem statements, for example, systems of equations, conventional complementarity problems, and Karush-Kuhn-Tucker systems ...
Daryina A.N. +2 more
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Machine-learning-enhanced image reconstruction in optical tomography using the Monte Carlo method for light transport. [PDF]
Kangasniemi J +3 more
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