248 search results - page 5 / 50 » Rate of Convergence for Constrained Stochastic Approximation... |
ECML
2006
Springer
13 years 11 months ago
2006
Springer
We present a new class of perceptron-like algorithms with margin in which the "effective" learning rate, defined as the ratio of the learning rate to the length of the we...
SIAMMA
2011
12 years 10 months ago
2011
The reduced basis method was introduced for the accurate online evaluation of solutions to a parameter dependent family of elliptic partial differential equations. ly, it can be ...
MP
2002
13 years 7 months ago
2002
The asymptotic convergence of parameterized variants of Newton's method for the solution of nonlinear systems of equations is considered. The original system is perturbed by a...
ICASSP
2011
IEEE
12 years 11 months ago
2011
IEEE
The paper addresses the convergence of a decentralized Robbins-Monro algorithm for networks of agents. This algorithm combines local stochastic approximation steps for finding th...
ICS
1989
Tsinghua U.
13 years 11 months ago
1989
Tsinghua U.
We consider iterative algorithms of the form z := f(z), executed by a parallel or distributed computing system. We focus on asynchronous implementations whereby each processor ite...