{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,4]],"date-time":"2025-11-04T15:45:25Z","timestamp":1762271125792},"reference-count":9,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[2007,3,30]],"date-time":"2007-03-30T00:00:00Z","timestamp":1175212800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mach Learn"],"published-print":{"date-parts":[[2007,4,17]]},"DOI":"10.1007\/s10994-007-5004-z","type":"journal-article","created":{"date-parts":[[2007,3,29]],"date-time":"2007-03-29T16:48:36Z","timestamp":1175186916000},"page":"197-206","source":"Crossref","is-referenced-by-count":4,"title":["Stability of Unstable Learning Algorithms"],"prefix":"10.1007","volume":"67","author":[{"given":"Don","family":"Hush","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Clint","family":"Scovel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ingo","family":"Steinwart","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2007,3,30]]},"reference":[{"key":"5004_CR1","volume-title":"Convexity and optimization in Banach spaces","author":"V. Barbu","year":"1986","unstructured":"Barbu, V., & Precupanu, Th. (1986). Convexity and optimization in Banach spaces. Dordrecht: Reidel."},{"key":"5004_CR2","doi-asserted-by":"crossref","unstructured":"Boser, B.E., Guyon, I.M., & Vapnik, V.N. (1992). A training algorithm for optimal margin classifiers. In Fifth annual ACM workshop on computational learning theory. Pittsburgh, 27\u201329 July.","DOI":"10.1145\/130385.130401"},{"key":"5004_CR3","first-page":"499","volume":"2","author":"O. Bousquet","year":"2002","unstructured":"Bousquet, O., & Elisseeff, A. (2002). Stability and generalization. Journal of Machine Learning Research, 2, 499\u2013526.","journal-title":"Journal of Machine Learning Research"},{"key":"5004_CR4","unstructured":"Howse, J., Hush, D., & Scovel, C. (2002). Linking learning strategies and performance for support vector machines. http:\/\/www.c3.lanl.gov\/ml\/pubs_select.shtml ."},{"key":"5004_CR5","unstructured":"Kutin, S., & Niyogi, P. (2002). Almost-everywhere algorithmic stability and generalization error. In Proc. of uncertainty in artificial intelligence. Edmonton, August."},{"key":"5004_CR6","first-page":"1071","volume":"4","author":"I. Steinwart","year":"2003","unstructured":"Steinwart, I. (2003). Sparseness of support vector machines. Journal of Machine Learning Research 4, 1071\u20131105.","journal-title":"Journal of Machine Learning Research"},{"key":"5004_CR7","doi-asserted-by":"crossref","unstructured":"Steinwart, I., & Scovel, C. (2007). Fast rates for support vector machines using Gaussian kernels. Annals of Statistics, to appear.","DOI":"10.1214\/009053606000001226"},{"key":"5004_CR8","volume-title":"Statistical learning theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N. (1998). Statistical learning theory. New York: Wiley."},{"key":"5004_CR9","first-page":"357","volume-title":"Advances in neural information processing systems","author":"T. Zhang","year":"2001","unstructured":"Zhang, T. (2001). Convergence of large margin separable linear classification. In Leen, T.K., Dietterich, T.G., & Tresp, V. (Eds.), Advances in neural information processing systems 13 (pp. 357\u2013363). Cambridge: MIT Press."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-007-5004-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10994-007-5004-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-007-5004-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,1]],"date-time":"2019-06-01T01:40:23Z","timestamp":1559353223000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10994-007-5004-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007,3,30]]},"references-count":9,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2007,4,17]]}},"alternative-id":["5004"],"URL":"https:\/\/doi.org\/10.1007\/s10994-007-5004-z","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"value":"0885-6125","type":"print"},{"value":"1573-0565","type":"electronic"}],"subject":[],"published":{"date-parts":[[2007,3,30]]}}}