@inproceedings{4a270263824d4a3aa2c9a56e8c9b5f71,
title = "Two approaches to optimal annealing",
abstract = "We employ both master equation and order parameter approaches to analyze the asymptotic dynamics of on-line learning with different learning rate annealing schedules. We examine the relations between the results obtained by the two approaches and obtain new results on the optimal decay coefficients and their dependence on the number of hidden nodes in a two layer architecture.",
author = "Leen, {Todd K.} and Bernhard Schottky and David Saad",
year = "1998",
language = "English (US)",
isbn = "0262100762",
series = "Advances in Neural Information Processing Systems",
publisher = "Neural information processing systems foundation",
pages = "301--307",
booktitle = "Advances in Neural Information Processing Systems 10 - Proceedings of the 1997 Conference, NIPS 1997",
note = "11th Annual Conference on Neural Information Processing Systems, NIPS 1997 ; Conference date: 01-12-1997 Through 06-12-1997",
}