{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:35:42Z","timestamp":1774416942551,"version":"3.50.1"},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"value":"9783642341052","type":"print"},{"value":"9783642341069","type":"electronic"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-34106-9_24","type":"book-chapter","created":{"date-parts":[[2012,10,1]],"date-time":"2012-10-01T05:56:27Z","timestamp":1349070987000},"page":"290-304","source":"Crossref","is-referenced-by-count":12,"title":["A Closer Look at Adaptive Regret"],"prefix":"10.1007","author":[{"given":"Dmitry","family":"Adamskiy","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wouter M.","family":"Koolen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alexey","family":"Chernov","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vladimir","family":"Vovk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"24_CR1","first-page":"363","volume":"3","author":"O. Bousquet","year":"2002","unstructured":"Bousquet, O., Warmuth, M.K.: Tracking a small set of experts by mixing past posteriors. Journal of Machine Learning Research\u00a03, 363\u2013396 (2002)","journal-title":"Journal of Machine Learning Research"},{"key":"24_CR2","unstructured":"Cesa-Bianchi, N., Gaillard, P., Lugosi, G., Stoltz, G.: A new look at shifting regret. CoRR abs\/1202.3323 (2012)"},{"key":"24_CR3","doi-asserted-by":"crossref","unstructured":"Cesa-Bianchi, N., Lugosi, G.: Prediction, Learning, and Games. Cambridge University Press (2006)","DOI":"10.1017\/CBO9780511546921"},{"key":"24_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"8","DOI":"10.1007\/978-3-642-04414-4_6","volume-title":"Algorithmic Learning Theory","author":"A. Chernov","year":"2009","unstructured":"Chernov, A., Vovk, V.: Prediction with Expert Evaluators\u2019 Advice. In: Gavald\u00e0, R., Lugosi, G., Zeugmann, T., Zilles, S. (eds.) ALT 2009. LNCS, vol.\u00a05809, pp. 8\u201322. Springer, Heidelberg (2009)"},{"key":"24_CR5","doi-asserted-by":"crossref","unstructured":"Freund, Y., Schapire, R.E., Singer, Y., Warmuth, M.K.: Using and combining predictors that specialize. In: Proc. 29th Annual ACM Symposium on Theory of Computing, pp. 334\u2013343. ACM (1997)","DOI":"10.1145\/258533.258616"},{"key":"24_CR6","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1006\/jcss.1997.1504","volume":"55","author":"Y. Freund","year":"1997","unstructured":"Freund, Y., Schapire, R.E.: A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences\u00a055, 119\u2013139 (1997)","journal-title":"Journal of Computer and System Sciences"},{"key":"24_CR7","doi-asserted-by":"crossref","unstructured":"Hazan, E., Seshadhri, C.: Efficient learning algorithms for changing environments. In: ICML, p. 50 (2009)","DOI":"10.1145\/1553374.1553425"},{"issue":"2","key":"24_CR8","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1023\/A:1007424614876","volume":"32","author":"M. Herbster","year":"1998","unstructured":"Herbster, M., Warmuth, M.K.: Tracking the best expert. Machine Learning\u00a032(2), 151\u2013178 (1998)","journal-title":"Machine Learning"},{"key":"24_CR9","unstructured":"Koolen, W.M.: Combining Strategies Efficiently: High-quality Decisions from Conflicting Advice. Ph.D. thesis, Institute of Logic, Language and Computation (ILLC), University of Amsterdam (January 2011)"},{"key":"24_CR10","unstructured":"Koolen, W.M., de Rooij, S.: Combining expert advice efficiently. In: Servedio, R., Zang, T. (eds.) Proceedings of the 21st Annual Conference on Learning Theory (COLT 2008), pp. 275\u2013286 (June 2008)"},{"issue":"2","key":"24_CR11","doi-asserted-by":"publisher","first-page":"212","DOI":"10.1006\/inco.1994.1009","volume":"108","author":"N. Littlestone","year":"1994","unstructured":"Littlestone, N., Warmuth, M.K.: The weighted majority algorithm. Inf. Comput.\u00a0108(2), 212\u2013261 (1994)","journal-title":"Inf. Comput."},{"key":"24_CR12","doi-asserted-by":"publisher","first-page":"1498","DOI":"10.1109\/18.771150","volume":"45","author":"G.I. Shamir","year":"1999","unstructured":"Shamir, G.I., Merhav, N.: Low complexity sequential lossless coding for piecewise stationary memoryless sources. IEEE Trans. Info. Theory\u00a045, 1498\u20131519 (1999)","journal-title":"IEEE Trans. Info. Theory"},{"key":"24_CR13","doi-asserted-by":"crossref","unstructured":"Vovk, V.: Aggregating strategies. In: Proceedings of the Third Annual Workshop on Computational Learning Theory, pp. 371\u2013383. Morgan Kaufmann (1990)","DOI":"10.1016\/B978-1-55860-146-8.50032-1"},{"key":"24_CR14","doi-asserted-by":"publisher","first-page":"213","DOI":"10.1111\/j.1751-5823.2001.tb00457.x","volume":"69","author":"V. Vovk","year":"2001","unstructured":"Vovk, V.: Competitive on-line statistics. International Statistical Review\u00a069, 213\u2013248 (2001)","journal-title":"International Statistical Review"},{"key":"24_CR15","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1006\/jcss.1997.1556","volume":"56","author":"V. Vovk","year":"1998","unstructured":"Vovk, V.: A game of prediction with expert advice. Journal of Computer and System Sciences\u00a056, 153\u2013173 (1998)","journal-title":"Journal of Computer and System Sciences"},{"key":"24_CR16","unstructured":"Zinkevich, M.: Online convex programming and generalized infinitesimal gradient ascent. In: Proc. 20th Int. Conference on Machine Learning (ICML 2003), pp. 928\u2013936 (2003)"}],"container-title":["Lecture Notes in Computer Science","Algorithmic Learning Theory"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-34106-9_24.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T12:44:58Z","timestamp":1620132298000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-34106-9_24"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642341052","9783642341069"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-34106-9_24","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012]]}}}