{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,7]],"date-time":"2024-09-07T22:13:41Z","timestamp":1725747221416},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642407277"},{"type":"electronic","value":"9783642407284"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-40728-4_3","type":"book-chapter","created":{"date-parts":[[2013,9,4]],"date-time":"2013-09-04T07:56:43Z","timestamp":1378281403000},"page":"17-25","source":"Crossref","is-referenced-by-count":9,"title":["Fast Approximation Method for Gaussian Process Regression Using Hash Function for Non-uniformly Distributed Data"],"prefix":"10.1007","author":[{"given":"Yuya","family":"Okadome","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yutaka","family":"Nakamura","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yumi","family":"Shikauchi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shin","family":"Ishii","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hiroshi","family":"Ishiguro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"3_CR1","unstructured":"Bishop, C.M.: Pattern recognition and machine learning, 1st edn. corr. 2nd printing edition. Springer (October 2006)"},{"key":"3_CR2","unstructured":"Bo, L., Sminchisescu, C.: Greedy block coordinate descent for large scale gaussian process regression. Computing Research Repository (2012)"},{"key":"3_CR3","doi-asserted-by":"crossref","unstructured":"Datar, M., Immorlica, N., Indyk, P., Mirrokni, V.S.: Locality-sensitive hashing scheme based on p-stable distributions. In: Proceedings of the Twentieth Annual Symposium on Computational Geometry, pp. 253\u2013262 (2004)","DOI":"10.1145\/997817.997857"},{"key":"3_CR4","first-page":"857","volume":"10","author":"L. Foster","year":"2009","unstructured":"Foster, L., Waagen, A., Aijaz, N., Hurley, M., Luis, A., Rinsky, J., Satyavolu, C., Way, M.J., Gazis, P., Srivastava, A.: Stable and efficient gaussian process calculations. Journal of Machine Learning Research\u00a010, 857\u2013882 (2009)","journal-title":"Journal of Machine Learning Research"},{"key":"3_CR5","doi-asserted-by":"crossref","unstructured":"Hinton, G.E.: Training products of experts by minimizing contrastive divergence. In: Neural Computation, vol.\u00a014, pp. 1771\u20131800. MIT Press (2002)","DOI":"10.1162\/089976602760128018"},{"key":"3_CR6","doi-asserted-by":"crossref","unstructured":"Indyk, P., Motwani, R.: Approximate nearest neighbors: towards removing the curse of dimensionality. In: Proceedings of the Thirtieth Annual ACM Symposium on Theory of Computing, pp. 604\u2013613 (1998)","DOI":"10.1145\/276698.276876"},{"key":"3_CR7","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1007\/s10514-010-9213-0","volume":"30","author":"J. Ko","year":"2011","unstructured":"Ko, J., Fox, D.: Learning gp-bayesfilters via gaussian process latent variable models. Autonomous Robots\u00a030, 3\u201323 (2011)","journal-title":"Autonomous Robots"},{"key":"3_CR8","first-page":"1783","volume":"6","author":"N. Lawrence","year":"2005","unstructured":"Lawrence, N.: Probabilistic non-linear principal component analysis with gaussian process latent variable models. Journal of Machine Learning Research\u00a06, 1783\u20131816 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"3_CR9","unstructured":"Lawrence, N., Seeger, M., Herbrich, R.: Fast sparse gaussian process methods: The informative vector machine. In: Advances in Neural Information Processing Systems, vol.\u00a015, pp. 609\u2013616 (2003)"},{"key":"3_CR10","first-page":"1939","volume":"6","author":"J. Qui\u00f1onero-Candela","year":"2005","unstructured":"Qui\u00f1onero-Candela, J., Rasmussen, C.E.: A unifying view of sparse approximate gaussian process regression. Journal of Machine Learning Research\u00a06, 1939\u20131959 (2005)","journal-title":"Journal of Machine Learning Research"},{"key":"3_CR11","doi-asserted-by":"crossref","unstructured":"Rasmussen, C.E., Williams, C.K.I.: Gaussian Processes for Machine Learning. The MIT Press (2006)","DOI":"10.7551\/mitpress\/3206.001.0001"},{"key":"3_CR12","unstructured":"Sanjoy, D., Yoav, F.: Random projection trees and low dimensional manifolds. In: Proceedings of the 40th Annual ACM Symposium on Theory of Computing, pp. 537\u2013546 (2008)"},{"key":"3_CR13","unstructured":"Smola, A.J., Bartlett, P.: Sparse greedy gaussian process regression. In: Advances in Neural Information Processing Systems, vol.\u00a013, pp. 619\u2013625. MIT Press (2001)"},{"key":"3_CR14","unstructured":"Snelson, E., Ghahramani, Z.: Sparse gaussian processes using pseudo-inputs. In: Advances in Neural Information Processing Systems, vol.\u00a018, pp. 1257\u20131264. MIT Press (2006)"},{"key":"3_CR15","unstructured":"Solak, E., Murray-Smith, R., Leithead, W.E., Leith, D.J., Rasmussen, C.E.: Derivative observations in gaussian process models of dynamic systems. In: Advances in Neural Information Processing Systems, vol.\u00a015, MIT Press (2003)"},{"key":"3_CR16","unstructured":"Waterhouse, S.R.: Classification and regression using mixtures of experts. PhD thesis. Citeseer (1997)"}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2013"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-40728-4_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T22:22:24Z","timestamp":1558045344000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-40728-4_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642407277","9783642407284"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-40728-4_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}