{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,24]],"date-time":"2025-10-24T16:37:13Z","timestamp":1761323833445},"publisher-location":"Berlin, Heidelberg","reference-count":17,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642327162"},{"type":"electronic","value":"9783642327179"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-32717-9_20","type":"book-chapter","created":{"date-parts":[[2012,8,14]],"date-time":"2012-08-14T11:50:46Z","timestamp":1344945046000},"page":"195-204","source":"Crossref","is-referenced-by-count":4,"title":["Synergy-Based Learning of Facial Identity"],"prefix":"10.1007","author":[{"given":"Martin","family":"K\u00f6stinger","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter M.","family":"Roth","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Horst","family":"Bischof","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"20_CR1","doi-asserted-by":"publisher","first-page":"1345","DOI":"10.1109\/TKDE.2009.191","volume":"22","author":"S.J. Pan","year":"2010","unstructured":"Pan, S.J., Yang, Q.: A survey on transfer learning. IEEE Trans. on Knowledge and Data Engineering\u00a022, 1345\u20131359 (2010)","journal-title":"IEEE Trans. on Knowledge and Data Engineering"},{"key":"20_CR2","doi-asserted-by":"crossref","unstructured":"Caruana, R.: Multitask learning: A knowledge-based source of inductive bias. In: Proc. IEEE Intern. Conf. on Machine Learning (1993)","DOI":"10.1016\/B978-1-55860-307-3.50012-5"},{"key":"20_CR3","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1023\/A:1007379606734","volume":"28","author":"R. Caruana","year":"1997","unstructured":"Caruana, R.: Multitask learning. Machine Learning\u00a028, 41\u201375 (1997)","journal-title":"Machine Learning"},{"key":"20_CR4","doi-asserted-by":"crossref","unstructured":"Collobert, R., Weston, J.: A unified architecture for natural language processing: deep neural networks with multitask learning. In: Proc. IEEE Intern. Conf. on Machine Learning (2008)","DOI":"10.1145\/1390156.1390177"},{"key":"20_CR5","doi-asserted-by":"crossref","unstructured":"Evgeniou, T., Pontil, M.: Regularized multi\u2013task learning. In: Proc. Intern. Conf. on Knowledge Discovery and Data Mining (2004)","DOI":"10.1145\/1014052.1014067"},{"key":"20_CR6","unstructured":"Weinberger, K.Q., Blitzer, J., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. In: Advances in Neural Information Processing Systems (2006)"},{"key":"20_CR7","doi-asserted-by":"crossref","unstructured":"Davis, J.V., Kulis, B., Jain, P., Sra, S., Dhillon, I.S.: Information-theoretic metric learning. In: Proc. IEEE Intern. Conf. on Machine Learning (2007)","DOI":"10.1145\/1273496.1273523"},{"key":"20_CR8","doi-asserted-by":"crossref","unstructured":"Guillaumin, M., Verbeek, J., Schmid, C.: Is that you? Metric learning approaches for face identification. In: Proc. IEEE Intern. Conf. on Computer Vision (2009)","DOI":"10.1109\/ICCV.2009.5459197"},{"key":"20_CR9","unstructured":"Parameswaran, S., Weinberger, K.: Large margin multi-task metric learning. In: Advances in Neural Information Processing Systems (2010)"},{"key":"20_CR10","doi-asserted-by":"crossref","unstructured":"K\u00f6stinger, M., Hirzer, M., Wohlhart, P., Roth, P.M., Bischof, H.: Large scale metric learning from equivalence constraints. In: Proc. IEEE Intern. Conf. on Computer Vision and Pattern Recognition (2012)","DOI":"10.1109\/CVPR.2012.6247939"},{"key":"20_CR11","doi-asserted-by":"crossref","unstructured":"Weinberger, K.Q., Saul, L.K.: Fast solvers and efficient implementations for distance metric learning. In: Proc. IEEE Intern. Conf. on Machine Learning (2008)","DOI":"10.1145\/1390156.1390302"},{"key":"20_CR12","first-page":"101","volume":"5","author":"R. Rifkin","year":"2004","unstructured":"Rifkin, R., Klautau, A.: In defense of one-vs-all classification. Journal of Machine Learning Research\u00a05, 101\u2013141 (2004)","journal-title":"Journal of Machine Learning Research"},{"key":"20_CR13","doi-asserted-by":"crossref","unstructured":"Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: Attribute and Simile Classifiers for Face Verification. In: Proc. IEEE Intern. Conf. on Computer Vision (2009)","DOI":"10.1109\/ICCV.2009.5459250"},{"key":"20_CR14","unstructured":"Platt, J.C.: Probabilistic outputs for support vector machines and comparisons to regularized likelihood methods. In: Advances in Large-Margin Classifiers. MIT Press (1999)"},{"key":"20_CR15","unstructured":"Friedman, J.H.: Another approach to polychotomous classification. Technical report, Department of Statistics, Stanford University (1996)"},{"key":"20_CR16","first-page":"265","volume":"2","author":"K. Crammer","year":"2001","unstructured":"Crammer, K., Singer, Y., Cristianini, N., Shawe-taylor, J., Williamson, B.: On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research\u00a02, 265\u2013292 (2001)","journal-title":"Journal of Machine Learning Research"},{"key":"20_CR17","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"C.C. Chang","year":"2011","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: A library for support vector machines. ACM Trans. on Intelligent Systems and Technology 2, 27:1\u201327:27 (2011)","journal-title":"ACM Trans. on Intelligent Systems and Technology"}],"container-title":["Lecture Notes in Computer Science","Pattern Recognition"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-32717-9_20.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T12:13:34Z","timestamp":1620130414000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-32717-9_20"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642327162","9783642327179"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-32717-9_20","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}