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  1. Stochastic three-term conjugate gradient method with variance technique for non-convex learning

    In the training process of machine learning, the minimization of the empirical risk loss function is often used to measure the difference between the...

    Chen Ouyang, Chenkaixiang Lu, ... Yiyan Jiang in Statistics and Computing
    Article 27 March 2024

  2. Modified nonmonotone Armijo line search for descent method

    Nonmonotone line search approach is a new technique for solving optimization problems. It relaxes the line search range and finds a larger step-size...

    Zhenjun Shi, Shengquan Wang in Numerical Algorithms
    Article 03 July 2010

  3. Numerical Results for Unconstrained Optimization without Derivatives

    This paper is a first attempt to investigate on the computational potentialities of the line search approach proposed in [4], for solving...
    Lucidi Stefano, Sciandrone Marco in Nonlinear Optimization and Applications
    Chapter 1996
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