{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T05:50:14Z","timestamp":1778824214513,"version":"3.51.4"},"reference-count":36,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2014,12,1]],"date-time":"2014-12-01T00:00:00Z","timestamp":1417392000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2014,12]]},"DOI":"10.1109\/tnnls.2014.2307359","type":"journal-article","created":{"date-parts":[[2014,3,11]],"date-time":"2014-03-11T18:03:32Z","timestamp":1394561012000},"page":"2202-2211","source":"Crossref","is-referenced-by-count":23,"title":["A Deep Connection Between the Vapnik\u2013Chervonenkis Entropy and the Rademacher Complexity"],"prefix":"10.1109","volume":"25","author":[{"given":"Davide","family":"Anguita","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro","family":"Ghio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luca","family":"Oneto","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandro","family":"Ridella","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1134\/S1054661811040109"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/(SICI)1098-2418(200005)16:3<277::AID-RSA4>3.0.CO;2-1"},{"key":"ref31","author":"sill","year":"1998","journal-title":"Monotonicity and Connectedness in Learning Systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1023\/A:1013999503812"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1992.4.2.249"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015222"},{"key":"ref34","first-page":"1","article-title":"The impact of unlabeled patterns in Rademacher complexity theory for kernel classifiers","author":"anguita","year":"2011","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2204773"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/72.914517"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S0022-0000(05)80062-5"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/180139.181158"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/18.930926"},{"key":"ref15","first-page":"463","article-title":"Rademacher and Gaussian complexities: Risk bounds and structural results","volume":"3","author":"bartlett","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2012.2202401"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/18.705570"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1214\/009053605000000282"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000001019"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1963.10500830"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/4643.001.0001","author":"gr\u00fcnwald","year":"2007","journal-title":"The Minimum Description Length Principle"},{"key":"ref27","first-page":"839","article-title":"Generalization error bounds for Bayesian mixture algorithms","volume":"4","author":"meir","year":"2003","journal-title":"J Mach Learn Res"},{"key":"ref3","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-49820-1","author":"li","year":"2008","journal-title":"An Introduction to Kolmogorov Complexity and Its Applications"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s10838-009-9091-3"},{"key":"ref29","article-title":"Bounding the fat shattering dimension of a composition function class built using a continuous logic connective","volume":"2","author":"duan","year":"2012","journal-title":"Waterloo Math Rev"},{"key":"ref5","author":"popper","year":"1959","journal-title":"The Logic of Scientific Discovery"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/72.788648"},{"key":"ref7","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/72.788640"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"985","DOI":"10.1109\/TNN.1999.788639","article-title":"Vapnik&#x2013;Chervonenkis (VC) learning theory and its applications","volume":"10","author":"cherkassky","year":"1999","journal-title":"IEEE Trans Neural Netw"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1978.1055913"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/0097-3165(72)90019-2"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/18.971753"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.5802\/afst.961"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-20212-4"},{"key":"ref23","first-page":"1","article-title":"Smoothness, low-noise and fast rates","author":"srebro","year":"2010","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2006.872352"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6706943"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/5962385\/6960135\/06762903.pdf?arnumber=6762903","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T16:00:56Z","timestamp":1642003256000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/6762903\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,12]]},"references-count":36,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2014.2307359","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,12]]}}}