{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T19:53:34Z","timestamp":1770753214754,"version":"3.50.0"},"publisher-location":"Berlin, Heidelberg","reference-count":20,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783540222828","type":"print"},{"value":"9783540278191","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2004]]},"DOI":"10.1007\/978-3-540-27819-1_33","type":"book-chapter","created":{"date-parts":[[2010,9,14]],"date-time":"2010-09-14T02:05:39Z","timestamp":1284429939000},"page":"472-486","source":"Crossref","is-referenced-by-count":72,"title":["Performance Guarantees for Regularized Maximum Entropy Density Estimation"],"prefix":"10.1007","author":[{"given":"Miroslav","family":"Dud\u00edk","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven J.","family":"Phillips","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert E.","family":"Schapire","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"1","key":"33_CR1","first-page":"39","volume":"22","author":"A.L. Berger","year":"1996","unstructured":"Berger, A.L., Pietra, S.A.D., Pietra, V.J.D.: A maximum entropy approach to natural language processing. Computational Linguistics\u00a022(1), 39\u201371 (1996)","journal-title":"Computational Linguistics"},{"issue":"1","key":"33_CR2","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1109\/89.817452","volume":"8","author":"S.F. Chen","year":"2000","unstructured":"Chen, S.F., Rosenfeld, R.: A survey of smoothing techniques for ME models. IEEE Transactions on Speech and Audio Processing\u00a08(1), 37\u201350 (2000)","journal-title":"IEEE Transactions on Speech and Audio Processing"},{"issue":"1","key":"33_CR3","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1023\/A:1013912006537","volume":"48","author":"M. Collins","year":"2002","unstructured":"Collins, M., Schapire, R.E., Singer, Y.: Logistic regression, AdaBoost and Bregman distances. Machine Learning\u00a048(1), 253\u2013285 (2002)","journal-title":"Machine Learning"},{"issue":"5","key":"33_CR4","doi-asserted-by":"publisher","first-page":"1470","DOI":"10.1214\/aoms\/1177692379","volume":"43","author":"J.N. Darroch","year":"1972","unstructured":"Darroch, J.N., Ratcliff, D.: Generalized iterative scaling for log-linear models. The Annals of Mathematical Statistics\u00a043(5), 1470\u20131480 (1972)","journal-title":"The Annals of Mathematical Statistics"},{"key":"33_CR5","first-page":"433","volume-title":"Proceedings of the Sixteenth Annual Conference on Computational Learning Theory","author":"O. Dekel","year":"2003","unstructured":"Dekel, O., Shalev-Shwartz, S., Singer, Y.: Smooth \u03b5-insensitive regression by loss symmetrization. In: Proceedings of the Sixteenth Annual Conference on Computational Learning Theory, pp. 433\u2013447. Springer, Heidelberg (2003)"},{"issue":"4","key":"33_CR6","first-page":"1","volume":"19","author":"S.D. Pietra","year":"1997","unstructured":"Pietra, S.D., Pietra, V.D., Lafferty, J.: Inducing features of random fields. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a019(4), 1\u201313 (1997)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"33_CR7","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/0047-259X(82)90083-5","volume":"12","author":"L. Devroye","year":"1982","unstructured":"Devroye, L.: Bounds for the uniform deviation of empirical measures. Journal of Multivariate Analysis\u00a012, 72\u201379 (1982)","journal-title":"Journal of Multivariate Analysis"},{"key":"33_CR8","unstructured":"Goodman, J.: Exponential priors for maximum entropy models. Technical report, Microsoft Research (2003), Available from http:\/\/research.microsoft.com\/~joshuago\/longexponentialpriorp.ps"},{"key":"33_CR9","doi-asserted-by":"publisher","first-page":"620","DOI":"10.1103\/PhysRev.106.620","volume":"106","author":"E.T. Jaynes","year":"1957","unstructured":"Jaynes, E.T.: Information theory and statistical mechanics. Physics Reviews\u00a0106, 620\u2013630 (1957)","journal-title":"Physics Reviews"},{"key":"33_CR10","doi-asserted-by":"crossref","unstructured":"Kazama, J., Tsujii, J.: Evaluation and extension of maximum entropy models with inequality constraints. In: Conference on Empirical Methods in Natural Language Processing, pp. 137\u2013144 (2003)","DOI":"10.3115\/1119355.1119373"},{"key":"33_CR11","doi-asserted-by":"crossref","unstructured":"Malouf, R.: A comparison of algorithms for maximum entropy parameter estimation. In: Proceedings of the Sixth Conference on Natural Language Learning, pp. 49\u201355 (2002)","DOI":"10.3115\/1118853.1118871"},{"key":"33_CR12","doi-asserted-by":"publisher","first-page":"829","DOI":"10.1175\/1520-0442(1999)012<0829:RTCSTC>2.0.CO;2","volume":"12","author":"M. New","year":"1999","unstructured":"New, M., Hulme, M., Jones, P.: Representing twentieth-century space-time climate variability, Part 1: Development of a 1961-90 mean monthly terrestrial climatology. Journal of Climate\u00a012, 829\u2013856 (1999)","journal-title":"Journal of Climate"},{"key":"33_CR13","doi-asserted-by":"crossref","unstructured":"Phillips, S.J., Dud\u00edk, M., Schapire, R.E.: A maximum entropy approach to species distribution modeling. In: Proceedings of the Twenty-First International Conference on Machine Learning (2004)","DOI":"10.1145\/1015330.1015412"},{"key":"33_CR14","doi-asserted-by":"crossref","DOI":"10.1515\/9781400873173","volume-title":"Convex Analysis","author":"R. Tyrrell Rockafellar","year":"1970","unstructured":"Tyrrell Rockafellar, R.: Convex Analysis. Princeton University Press, Princeton (1970)"},{"key":"33_CR15","first-page":"641","volume-title":"Advances in Neural Information Processing Systems 15","author":"S. Rosset","year":"2003","unstructured":"Rosset, S., Segal, E.: Boosting density estimation. In: Advances in Neural Information Processing Systems 15, pp. 641\u2013648. MIT Press, Cambridge (2003)"},{"key":"33_CR16","first-page":"509","volume":"19","author":"R. Salakhutdinov","year":"2003","unstructured":"Salakhutdinov, R., Roweis, S.T., Ghahramani, Z.: On the convergence of bound optimization algorithms. Uncertainty in Artificial Intelligence 19, pp. 509\u2013516 (2003)","journal-title":"Uncertainty in Artificial Intelligence"},{"key":"33_CR17","unstructured":"Sauer, J.R., Hines, E., Fallon, J.: The North American breeding bird survey, results and analysis 1966\u20132000, Version 2001.2. USGS PatuxentWildlife Research Center, Laurel, MD (2001), http:\/\/www.mbr-pwrc.usgs.gov\/bbs\/bbs.html"},{"key":"33_CR18","unstructured":"USGS. HYDRO 1k, elevation derivative database. United States Geological Survey, Sioux Falls, South Dakota (2001), Available at http:\/\/edcdaac.usgs.gov\/gtopo30\/hydro\/"},{"key":"33_CR19","first-page":"665","volume-title":"Advances in Neural Information Processing Systems 15","author":"M. Welling","year":"2003","unstructured":"Welling, M., Zemel, R.S., Hinton, G.E.: Self supervised boosting. In: Advances in Neural Information Processing Systems 15, pp. 665\u2013672. MIT Press, Cambridge (2003)"},{"issue":"1","key":"33_CR20","doi-asserted-by":"publisher","first-page":"117","DOI":"10.1162\/neco.1995.7.1.117","volume":"7","author":"P.M. Williams","year":"1995","unstructured":"Williams, P.M.: Bayesian regularization and pruning using a Laplace prior. Neural Computation\u00a07(1), 117\u2013143 (1995)","journal-title":"Neural Computation"}],"container-title":["Lecture Notes in Computer Science","Learning Theory"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-27819-1_33.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,18]],"date-time":"2020-11-18T23:23:01Z","timestamp":1605741781000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-27819-1_33"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004]]},"ISBN":["9783540222828","9783540278191"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-27819-1_33","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2004]]}}}