{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T09:54:50Z","timestamp":1740131690416,"version":"3.37.3"},"reference-count":35,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,10,1]],"date-time":"2019-10-01T00:00:00Z","timestamp":1569888000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Inform. Theory"],"published-print":{"date-parts":[[2019,10]]},"DOI":"10.1109\/tit.2019.2927697","type":"journal-article","created":{"date-parts":[[2019,7,9]],"date-time":"2019-07-09T20:35:46Z","timestamp":1562704546000},"page":"6704-6715","source":"Crossref","is-referenced-by-count":9,"title":["Estimating the Fundamental Limits is Easier Than Achieving the Fundamental Limits"],"prefix":"10.1109","volume":"65","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3766-8031","authenticated-orcid":false,"given":"Jiantao","family":"Jiao","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8335-2364","authenticated-orcid":false,"given":"Yanjun","family":"Han","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4558-4068","authenticated-orcid":false,"given":"Irena","family":"Fischer-Hwang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tsachy","family":"Weissman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-02888-9"},{"key":"ref32","article-title":"Minimax rate-optimal estimation of divergences between discrete distributions","author":"han","year":"2016","journal-title":"arXiv 1605 09124"},{"journal-title":"Probability and Computing Randomization and Probabilistic Techniques in Algorithms and Data Analysis","year":"2005","author":"mitzenmacher","key":"ref31"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1963.10500830"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2017.2733537"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1155\/JIA\/2006\/64307"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-4778-4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000000786"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0031-3203(94)00141-8"},{"key":"ref13","volume":"2","author":"vapnik","year":"1998","journal-title":"Statistical Learning Theory"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-7091-2568-7_1"},{"key":"ref15","first-page":"1033","article-title":"Variational minimax estimation of discrete distributions under KL loss","author":"paninski","year":"2004","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jat.2004.04.010"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2016.2548468"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2015.7282680"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1214\/aos\/1176350051"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2018.8437764"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1126\/science.1177170"},{"key":"ref27","first-page":"5455","article-title":"Estimating learnability in the sublinear data regime","author":"kong","year":"2018","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/18.720534"},{"journal-title":"Testing Statistical Hypotheses","year":"2005","author":"lehmann","key":"ref6"},{"key":"ref29","first-page":"9781","article-title":"Entropy rate estimation for Markov chains with large state space","author":"han","year":"2018","journal-title":"Proc Conf Neural Inf Process Syst"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevX.1.011008"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2015.2412945"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511804441"},{"journal-title":"Elements of Information Theory","year":"2006","author":"cover","key":"ref2"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2018.2846245"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4612-0711-5"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/18.556120"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2004.836702"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/18.825803"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1201\/9781420036152"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2012.2195769"},{"key":"ref26","first-page":"2157","article-title":"Estimating the unseen: Improved estimators for entropy and other properties","author":"valiant","year":"2013","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1993636.1993727"}],"container-title":["IEEE Transactions on Information Theory"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/18\/8836351\/08758354.pdf?arnumber=8758354","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T21:07:57Z","timestamp":1657746477000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8758354\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,10]]},"references-count":35,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tit.2019.2927697","relation":{},"ISSN":["0018-9448","1557-9654"],"issn-type":[{"type":"print","value":"0018-9448"},{"type":"electronic","value":"1557-9654"}],"subject":[],"published":{"date-parts":[[2019,10]]}}}