Shai Shalev-Shwartz, Nathan Srebro. SVM optimization: inverse dependence on training set size. In William W. Cohen, Andrew McCallum, Sam T. Roweis, editors, Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008. Volume 307 of ACM International Conference Proceeding Series, pages 928-935, ACM, 2008. [doi]
@inproceedings{Shalev-ShwartzS08:0,
title = {SVM optimization: inverse dependence on training set size},
author = {Shai Shalev-Shwartz and Nathan Srebro},
year = {2008},
doi = {10.1145/1390156.1390273},
url = {http://doi.acm.org/10.1145/1390156.1390273},
tags = {optimization},
researchr = {https://researchr.org/publication/Shalev-ShwartzS08%3A0},
cites = {0},
citedby = {0},
pages = {928-935},
booktitle = {Machine Learning, Proceedings of the Twenty-Fifth International Conference (ICML 2008), Helsinki, Finland, June 5-9, 2008},
editor = {William W. Cohen and Andrew McCallum and Sam T. Roweis},
volume = {307},
series = {ACM International Conference Proceeding Series},
publisher = {ACM},
isbn = {978-1-60558-205-4},
}