{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,16]],"date-time":"2025-05-16T09:07:04Z","timestamp":1747386424228,"version":"3.37.0"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2009,11,13]],"date-time":"2009-11-13T00:00:00Z","timestamp":1258070400000},"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":[[2010,5]]},"DOI":"10.1007\/s10994-009-5155-1","type":"journal-article","created":{"date-parts":[[2009,11,12]],"date-time":"2009-11-12T20:04:17Z","timestamp":1258056257000},"page":"201-226","source":"Crossref","is-referenced-by-count":9,"title":["Infinite factorization of multiple non-parametric views"],"prefix":"10.1007","volume":"79","author":[{"given":"Simon","family":"Rogers","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arto","family":"Klami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Janne","family":"Sinkkonen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark","family":"Girolami","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Samuel","family":"Kaski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2009,11,13]]},"reference":[{"key":"5155_CR1","first-page":"73","volume-title":"Advances in neural information processing systems","author":"C. Archambeau","year":"2009","unstructured":"Archambeau, C., & Bach, F. R. (2009). Sparse probabilistic projections. In D. Koller, D. Schuurmans, Y. Bengio & L. Bottou (Eds.), Advances in neural information processing systems (Vol. 21, pp.\u00a073\u201380). Cambridge: MIT Press."},{"key":"5155_CR2","unstructured":"Bach, F. R., & Jordan, M. I. (2005). A probabilistic interpretation of canonical correlation analysis (Tech. Rep. 688). Department of Statistics, University of California, Berkeley."},{"key":"5155_CR3","first-page":"1107","volume":"3","author":"K. Barnard","year":"2003","unstructured":"Barnard, K., Duygulu, P., Forsyth, D., de Freitas, N., Blei, D. M., & Jordan, M. I. (2003). Matching words and pictures. Journal of Machine Learning Research, 3, 1107\u20131135.","journal-title":"Journal of Machine Learning Research"},{"key":"5155_CR4","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1038\/355161a0","volume":"355","author":"S. Becker","year":"1992","unstructured":"Becker, S., & Hinton, G. E. (1992). Self-organizing neural network that discovers surfaces in random-dot stereograms. Nature, 355, 161\u2013163.","journal-title":"Nature"},{"key":"5155_CR5","doi-asserted-by":"crossref","unstructured":"Bickel, S., & Scheffer, T. (2004). Multi-view clustering. In Proceedings of the IEEE international conference on data mining (pp. 19\u201326). IEEE.","DOI":"10.1109\/ICDM.2004.10095"},{"issue":"2","key":"5155_CR6","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1214\/aos\/1176342372","volume":"1","author":"D. Blackwell","year":"1973","unstructured":"Blackwell, D., & MacQueen, J. B. (1973). Ferguson distributions via Polya urn schemes. The Annals of Statistics, 1(2), 353\u2013355.","journal-title":"The Annals of Statistics"},{"key":"5155_CR7","first-page":"127","volume-title":"Proceedings of the 26th annual international ACM SIGIR conference on research and development in information retrieval","author":"D. M. Blei","year":"2003","unstructured":"Blei, D. M., & Jordan, M. I. (2003). Modeling annotated data. In Proceedings of the 26th annual international ACM SIGIR conference on research and development in information retrieval (pp. 127\u2013134). New York: ACM Press."},{"key":"5155_CR8","first-page":"993","volume":"3","author":"D. Blei","year":"2003","unstructured":"Blei, D., Ng, A., Jordan, M., & Lafferty, J. (2003). Latent Dirichlet allocation. Journal of Machine Learning Research, 3, 993\u20131022.","journal-title":"Journal of Machine Learning Research"},{"key":"5155_CR9","volume-title":"Advances in neural information processing systems","author":"D. Cohn","year":"2001","unstructured":"Cohn, D., & Hoffman, T. (2001). The missing link\u2014a probabilistic model of document content and hypertext connectivity. In T. Leen, T. Dietterich & V. Tresp (Eds.), Advances in neural information processing systems (Vol. 13). Cambridge: MIT Press."},{"key":"5155_CR10","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1145\/956750.956764","volume-title":"Proceedings of KDD\u201903, the ninth ACM SIGKDD international conference on knowledge discovery and data mining","author":"I. S. Dhillon","year":"2003","unstructured":"Dhillon, I. S., Mallela, S., & Modha, D. S. (2003). Information-theoretic co-clustering. In Proceedings of KDD\u201903, the ninth ACM SIGKDD international conference on knowledge discovery and data mining (pp. 89\u201398). New York: ACM Press."},{"key":"5155_CR11","first-page":"401","volume-title":"Advances in neural information processing systems","author":"G. Englebienne","year":"2008","unstructured":"Englebienne, G., Cootes, T., & Rattray, M. (2008). A probabilistic model for generating realistic lip movements from speech. In J. Platt, D. Koller, Y. Singer & S. Roweis (Eds.), Advances in neural information processing systems (Vol. 20, pp.\u00a0401\u2013408). Cambridge: MIT Press."},{"key":"5155_CR12","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1145\/332306.332355","volume-title":"RECOMB \u201900: Proceedings of the fourth annual international conference on computational molecular biology","author":"N. Friedman","year":"2000","unstructured":"Friedman, N., Linial, M., Nachman, I., & Pe\u2019er, D. (2000). Using Bayesian networks to analyze expression data. In RECOMB \u201900: Proceedings of the fourth annual international conference on computational molecular biology (pp. 127\u2013135). New York: ACM. doi: 10.1145\/332306.332355 ."},{"key":"5155_CR13","volume-title":"Bayesian data analysis","author":"A. Gelman","year":"2004","unstructured":"Gelman, A., Carlin, J., Stern, H., & Rubin, D. (2004). Bayesian data analysis (2nd ed.). London: Chapman and Hall.","edition":"2"},{"key":"5155_CR14","first-page":"289","volume-title":"Proceedings of the 15th conference on uncertainty in artificial intelligence","author":"T. Hofmann","year":"1999","unstructured":"Hofmann, T. (1999). Probabilistic latent semantic analysis. In Proceedings of the 15th conference on uncertainty in artificial intelligence (pp. 289\u2013296). San Francisco: Morgan Kaufmann."},{"key":"5155_CR15","volume-title":"Discrete multivariate distributions","author":"N. L. Johnson","year":"1997","unstructured":"Johnson, N. L., Kotz, S., & Balakrishnan, N. (1997). Discrete multivariate distributions. New York: Wiley."},{"key":"5155_CR16","first-page":"425","volume-title":"Proceedings of ICML 2007, the 24th international conference on machine learning","author":"A. Klami","year":"2007","unstructured":"Klami, A., & Kaski, S. (2007). Local dependent components. In Z. Ghahramani (Ed.) Proceedings of ICML 2007, the 24th international conference on machine learning (pp. 425\u2013432). Madison: Omnipress."},{"key":"5155_CR17","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1016\/j.neucom.2007.12.044","volume":"72","author":"A. Klami","year":"2008","unstructured":"Klami, A., & Kaski, S. (2008). Probabilistic approach to detecting dependencies between data sets. Neurocomputing, 72, 39\u201346. doi: 10.1016\/j.neucom.2007.12.044 .","journal-title":"Neurocomputing"},{"key":"5155_CR18","doi-asserted-by":"crossref","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D. Lee","year":"1999","unstructured":"Lee, D., & Seung, H. (1999). Learning the parts of objects by non-negative matrix factorization. Nature, 401, 788\u2013791.","journal-title":"Nature"},{"key":"5155_CR19","doi-asserted-by":"crossref","unstructured":"Li, W., Blei, D., & McCallum, A. (2007). Nonparametric Bayes Pachinko allocation. In Proceedings of the 23rd conference on uncertainty in artificial intelligence. AUAI Press.","DOI":"10.1201\/9781584889991"},{"issue":"2","key":"5155_CR20","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1080\/10618600.2000.10474879","volume":"9","author":"R. M. Neal","year":"2000","unstructured":"Neal, R. M. (2000). Markov chain sampling methods for Dirichlet process mixture models. Journal of Computational and Graphical statistics, 9(2), 249\u2013265.","journal-title":"Journal of Computational and Graphical statistics"},{"key":"5155_CR21","first-page":"554","volume-title":"Advances in neural information processing Systems","author":"C. Rasmussen","year":"2000","unstructured":"Rasmussen, C. (2000). The infinite Gaussian mixture model. In S. A. Solla, T. K. Leen & K. R. Muller (Eds.), Advances in neural information processing Systems (Vol. 12, pp.\u00a0554\u2013560). Cambridge: MIT Press."},{"issue":"4","key":"5155_CR22","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1093\/bioinformatics\/btl633","volume":"23","author":"I. Rivals","year":"2007","unstructured":"Rivals, I., Personnaz, L., Taing, L., & Potier, M. C. (2007). Enrichment or depletion of a GO category within a class of genes: which test? Bioinformatics, 23(4), 401\u2013407.","journal-title":"Bioinformatics"},{"issue":"483","key":"5155_CR23","doi-asserted-by":"crossref","first-page":"1131","DOI":"10.1198\/016214508000000553","volume":"103","author":"A. Rodriguez","year":"2008","unstructured":"Rodriguez, A., Dunson, D. B., & Gelfand, A. E. (2008). The nested Dirichlet process. Journal of the American Statistical Association, 103(483), 1131\u20131154.","journal-title":"Journal of the American Statistical Association"},{"issue":"24","key":"5155_CR24","doi-asserted-by":"crossref","first-page":"2894","DOI":"10.1093\/bioinformatics\/btn553","volume":"24","author":"S. Rogers","year":"2008","unstructured":"Rogers, S., Girolami, M., Kolch, W., Waters, K. M., Liu, T., Thrall, B., & Wiley, H. S. (2008). Investigating the correspondence between transcriptomic and proteomic expression profiles using coupled cluster models. Bioinformatics, 24(24), 2894\u20132900. doi: 10.1093\/bioinformatics\/btn553 .","journal-title":"Bioinformatics"},{"key":"5155_CR25","first-page":"1377","volume-title":"Advances in neural information processing systems","author":"D. M. Roy","year":"2009","unstructured":"Roy, D. M., & Teh, Y. W. (2009). The Mondrian process. In D. Koller, D. Schuurmans, Y. Bengio & L. Bottou, (Eds.), Advances in neural information processing systems (Vol. 21, pp.\u00a01377\u20131384). Cambridge: MIT Press."},{"key":"5155_CR26","doi-asserted-by":"crossref","first-page":"1566","DOI":"10.1198\/016214506000000302","volume":"101","author":"Y. W. Teh","year":"2006","unstructured":"Teh, Y. W., Jordan, M. I., Beal, M. J., & Blei, D. M. (2006). Hierarchical Dirichlet processes. Journal of the American Statistical Association, 101, 1566\u20131581.","journal-title":"Journal of the American Statistical Association"},{"key":"5155_CR27","unstructured":"Vinokourov, A., Hardoon, D. R., & Shawe-Taylor, J. (2003a). Learning the semantics of multimedia content with application to web image retrieval and classification. In Proceedings of fourth international symposium on independent component analysis and blind source separation (pp. 697\u2013701)."},{"key":"5155_CR28","first-page":"1473","volume-title":"Advances in neural information processing systems","author":"A. Vinokourov","year":"2003","unstructured":"Vinokourov, A., Shawe-Taylor, J., & Cristianini, N. (2003b). Inferring a semantic representation of text via cross-language correlation analysis. In S. T. Becker & K. Obermayer (Eds.), Advances in neural information processing systems (Vol. 15, pp.\u00a01473\u20131480). Cambridge: MIT Press."},{"key":"5155_CR29","unstructured":"Waters, K., Liu, T., Quesnberry, R., Qian, W., Willse, A., Bandyopadhyay, S., Kathmann, L., Weber, T., Smith, R., Wiley, H., & Thrall, B. (2008). Systems analysis of response of human mammary epithelial cells to egf by integration of gene expression and proteomic data. Under submission."},{"key":"5155_CR30","first-page":"1601","volume-title":"Advances in neural information processing systems","author":"M. Welling","year":"2008","unstructured":"Welling, M., Porteous, I., & Bart, E. (2008). Infinite state Bayesian networks. In J. Platt, D. Koller, Y. Singer & S. Roweis (Eds.), Advances in neural information processing systems (Vol. 20, pp.\u00a01601\u20131608). Cambridge: MIT Press."},{"key":"5155_CR31","unstructured":"West, M. (1992). Hyperparameter estimation in Dirichlet process mixtures (Tech. Rep. 92-A03). Duke University, Institute of Statistics and Decision Sciences."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-009-5155-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10994-009-5155-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-009-5155-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,13]],"date-time":"2025-02-13T06:02:20Z","timestamp":1739426540000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10994-009-5155-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009,11,13]]},"references-count":31,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2010,5]]}},"alternative-id":["5155"],"URL":"https:\/\/doi.org\/10.1007\/s10994-009-5155-1","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"type":"print","value":"0885-6125"},{"type":"electronic","value":"1573-0565"}],"subject":[],"published":{"date-parts":[[2009,11,13]]}}}