A globally convergent incremental Newton method

This publication has 23 references indexed in Scilit:

• Incrementally Updated Gradient Methods for Constrained and Regularized Optimization
  Journal of Optimization Theory and Applications, 2013
• Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
  Foundations and Trends in Machine Learning, 2011
• A Convergent Incremental Gradient Method with a Constant Step Size
  SIAM Journal on Optimization, 2007
• On‐line learning for very large data sets
  Applied Stochastic Models in Business and Industry, 2005
• A New Class of Incremental Gradient Methods for Least Squares Problems
  SIAM Journal on Optimization, 1997
• Incremental Least Squares Methods and the Extended Kalman Filter
  SIAM Journal on Optimization, 1996
• Serial and parallel backpropagation convergence via nonmonotone perturbed minimization
  Optimization Methods and Software, 1994
• Inexact Newton Methods
  SIAM Journal on Numerical Analysis, 1982
• A characterization of superlinear convergence and its application to quasi-Newton methods
  Mathematics of Computation, 1974
• A Stochastic Approximation Method
  The Annals of Mathematical Statistics, 1951