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The Early Restart Algorithm Malik MagdonIsmail \Lambda
 

Summary: The Early Restart Algorithm
Malik Magdon­Ismail \Lambda
malik@work.caltech.edu
Learning Systems Group
Electrical Engineering Dept.
Caltech
136­93 Pasadena, CA, 91125
Amir F. Atiya
amir@work.caltech.edu
Learning Systems Group
Electrical Engineering Dept.
Caltech
136­93 Pasadena, CA, 91125
April 26, 1999
-- To Appear, Neural Computation, 1999 --
Abstract
Consider an algorithm whose time till convergence is unknown (be­
cause of some random element in the algorithm, such as for example
a random initial weight choice for neural network training). Consider
the following strategy. Run the algorithm for a specific time T . If it

  

Source: Abu-Mostafa, Yaser S. - Department of Mechanical Engineering & Computer Science Department, California Institute of Technology
Magdon-Ismail, Malik - Department of Computer Science, Rensselaer Polytechnic Institute

 

Collections: Computer Technologies and Information Sciences