{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T01:31:29Z","timestamp":1783042289360,"version":"3.54.6"},"publisher-location":"New York, NY, USA","reference-count":23,"publisher":"ACM","license":[{"start":{"date-parts":[[2009,6,14]],"date-time":"2009-06-14T00:00:00Z","timestamp":1244937600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2009,6,14]]},"DOI":"10.1145\/1553374.1553415","type":"proceedings-article","created":{"date-parts":[[2009,6,16]],"date-time":"2009-06-16T09:34:36Z","timestamp":1245144876000},"page":"321-328","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":16,"title":["A majorization-minimization algorithm for (multiple) hyperparameter learning"],"prefix":"10.1145","author":[{"given":"Chuan-Sheng","family":"Foo","sequence":"first","affiliation":[{"name":"Institute for Infocomm Research, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chuong B.","family":"Do","sequence":"additional","affiliation":[{"name":"Stanford University, Stanford, CA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew Y.","family":"Ng","sequence":"additional","affiliation":[{"name":"Stanford University, Stanford, CA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2009,6,14]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.1997.622380"},{"key":"e_1_3_2_1_2_1","first-page":"603","article-title":"Bayesian back-propagation","volume":"5","author":"Buntine W. L.","year":"1991","unstructured":"Buntine, W. L., & Weigend, A. S. (1991). Bayesian back-propagation. Complex Systems, 5, 603--643.","journal-title":"Complex Systems"},{"key":"e_1_3_2_1_3_1","first-page":"209","article-title":"Sparse multinomial logistic regression via Bayesian L1 regularisation. In B. Schö\u00f6lkopf, J. Platt and T. Hoffman (Eds.)","volume":"19","author":"Cawley G. C.","year":"2007","unstructured":"Cawley, G. C., Talbot, N. L., & Girolami, M. (2007). Sparse multinomial logistic regression via Bayesian L1 regularisation. In B. Schö\u00f6lkopf, J. Platt and T. Hoffman (Eds.), Advances in Neural Information Processing Systems 19, 209--216. Cambridge, MA: MIT Press.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btl386"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012450327387"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/83.660997"},{"key":"e_1_3_2_1_7_1","volume-title":"Advances in Neural Information Processing Systems 20, 377--384","author":"Do C. B.","year":"2008","unstructured":"Do, C. B., Foo, C.-S., & Ng, A. Y. (2008). Efficient multiple hyperparameter learning for log-linear models. In J. Platt, D. Koller, Y. Singer and S. Roweis (Eds.), Advances in Neural Information Processing Systems 20, 377--384. Cambridge, MA: MIT Press."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btl246"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACC.2003.1243393"},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1227989"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1162\/0899766054615635"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.1998.675486"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkg006"},{"key":"e_1_3_2_1_14_1","first-page":"673","article-title":"An efficient method for gradient-based adaptation of hyperparameters in SVM models. In B. Schö\u00f6lkopf, J. Platt and T. Hoffman (Eds.)","volume":"19","author":"Keerthi S. S.","year":"2007","unstructured":"Keerthi, S. S., Sindhwani, V., & Chapelle, O. (2007). An efficient method for gradient-based adaptation of hyperparameters in SVM models. In B. Schö\u00f6lkopf, J. Platt and T. Hoffman (Eds.), Advances in Neural Information Processing Systems 19, 673--680. Cambridge, MA: MIT Press.","journal-title":"Advances in Neural Information Processing Systems"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1080\/10618600.2000.10474858"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/NNSP.1996.548336"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.5555\/645754.668383"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.3.415"},{"key":"e_1_3_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.5555\/525544"},{"key":"e_1_3_2_1_20_1","volume-title":"Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics","author":"Tipping M.","year":"2003","unstructured":"Tipping, M., & Faul, A. (2003). Fast marginal likelihood maximisation for sparse Bayesian models. In C. M. Bishop and B. J. Frey (Eds.), Proceedings of the Ninth International Workshop on Artificial Intelligence and Statistics, Key West, FL, USA."},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1162\/15324430152748236"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1995.7.1.117"},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1162\/08997660360581958"}],"event":{"name":"ICML '09: The 26th Annual International Conference on Machine Learning held in conjunction with the 2007 International Conference on Inductive Logic Programming","location":"Montreal Quebec Canada","acronym":"ICML '09","sponsor":["MITACS","Microsoft Research Microsoft Research","NSF"]},"container-title":["Proceedings of the 26th Annual International Conference on Machine Learning"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1553374.1553415","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1553374.1553415","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,17]],"date-time":"2026-05-17T19:53:25Z","timestamp":1779047605000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1553374.1553415"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,6,14]]},"references-count":23,"alternative-id":["10.1145\/1553374.1553415","10.1145\/1553374"],"URL":"https:\/\/doi.org\/10.1145\/1553374.1553415","relation":{},"subject":[],"published":{"date-parts":[[2009,6,14]]},"assertion":[{"value":"2009-06-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}