@inproceedings{18e0056c837b421e8364ef9298e4dd87,
title = "Large scale online learning",
abstract = "We consider situations where training data is abundant and computing resources are comparatively scarce. We argue that suitably designed online learning algorithms asymptotically outperform any batch learning algorithm. Both theoretical and experimental evidences are presented.",
author = "L{\'e}on Bottou and {Le Cun}, Yann",
year = "2004",
language = "English (US)",
isbn = "0262201526",
series = "Advances in Neural Information Processing Systems",
publisher = "Neural information processing systems foundation",
booktitle = "Advances in Neural Information Processing Systems 16 - Proceedings of the 2003 Conference, NIPS 2003",
note = "17th Annual Conference on Neural Information Processing Systems, NIPS 2003 ; Conference date: 08-12-2003 Through 13-12-2003",
}