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Stepsize

National Institutes of Health

Papers overview

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2018
2018
We propose a family of spectral gradient methods, whose stepsize is determined by a convex combination of the long Barzilai… 
2016
2016
Complex gradient methods have been widely used in learning theory, and typically aim to optimize real-valued functions of complex… 
2015
2015
We consider the emphatic temporal-difference (TD) algorithm, ETD($\lambda$), for learning the value functions of stationary… 
2012
2012
Mathematical and computational modeling are key tools in analyzing important biological processes in cells and living organisms… 
2012
2012
The most widely used algorithm for training multiplayer feedforward networks, Error BackPropagation (EBP), is an iterative… 
2007
2007
We present second order extensions of the Hilber-Hughes-Taylor(HHT) method for systems of overdetermined differential-algebraic… 
2001
2001
This paper presents a convergence proof technique for a broad class of proximal algorithms in which the perturbation term is… 
1994
1994
There is considerable evidence suggesting that for Hamiltonian systems of ordinary differential equations it is better to use… 
1986
1986
A systematic way of extending a general fixed-stepsize multistep formula to a minimum storage variable-stepsize formula has been…