The Importance of Convexity in Learning with Squared Loss
Abstract
Article The importance of convexity in learning with squared loss Share on Authors: Wee Sun Lee Electrical Engineering Department, University College UNSW, Australian Defence Force Academy, Canberra, ACT 2600, Australia Electrical Engineering Department, University College UNSW, Australian Defence Force Academy, Canberra, ACT 2600, AustraliaView Profile , Peter L. Bartlett Dept. of Systems Engineering, RSISE, Aust. National University, Canberra, ACT 0200, Australia Dept. of Systems Engineering, RSISE, Aust. National University, Canberra, ACT 0200, AustraliaView Profile , Robert C. Williamson Department of Engineering, Australian National University, Canberra, ACT 0200, Australia Department of Engineering, Australian National University, Canberra, ACT 0200, AustraliaView Profile Authors Info & Claims COLT '96: Proceedings of the ninth annual conference on Computational learning theoryJanuary 1996 Pages 140–146https://doi.org/10.1145/238061.238082Online:01 January 1996Publication History 5citation281DownloadsMetricsTotal Citations5Total Downloads281Last 12 Months3Last 6 weeks1 Get Citation AlertsNew Citation Alert added!This alert has been successfully added and will be sent to:You will be notified whenever a record that you have chosen has been cited. To manage your alert preferences, click on the button below. Manage my AlertsNew Citation Alert!Please log in to your account Save to BinderSave to BinderCreate a New BinderNameCancelCreateExport CitationPublisher SiteGet Access
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Lee et al. "The Importance of Convexity in Learning with Squared Loss." Annual Conference on Computational Learning Theory, 1996. doi:10.1145/238061.238082Markdown
[Lee et al. "The Importance of Convexity in Learning with Squared Loss." Annual Conference on Computational Learning Theory, 1996.](https://mlanthology.org/colt/1996/lee1996colt-importance/) doi:10.1145/238061.238082BibTeX
@inproceedings{lee1996colt-importance,
title = {{The Importance of Convexity in Learning with Squared Loss}},
author = {Lee, Wee Sun and Bartlett, Peter L. and Williamson, Robert C.},
booktitle = {Annual Conference on Computational Learning Theory},
year = {1996},
pages = {140-146},
doi = {10.1145/238061.238082},
url = {https://mlanthology.org/colt/1996/lee1996colt-importance/}
}