{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T04:39:23Z","timestamp":1773376763006,"version":"3.50.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,6,25]],"date-time":"2023-06-25T00:00:00Z","timestamp":1687651200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,6,25]],"date-time":"2023-06-25T00:00:00Z","timestamp":1687651200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100020950","name":"National Science and Technology Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100020950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,6,25]]},"DOI":"10.1109\/isit54713.2023.10206785","type":"proceedings-article","created":{"date-parts":[[2023,8,22]],"date-time":"2023-08-22T13:31:15Z","timestamp":1692711075000},"page":"909-914","source":"Crossref","is-referenced-by-count":0,"title":["On characterizing optimal Wasserstein GAN solutions for non-Gaussian data"],"prefix":"10.1109","author":[{"given":"Yu-Jui","family":"Huang","sequence":"first","affiliation":[{"name":"Univ. of Colorado,Dept. of Applied Math.,Boulder,CO,USA,80309"}]},{"given":"Shih-Chun","family":"Lin","sequence":"additional","affiliation":[{"name":"National Taiwan University,Department of EE and GICE,Taipei,Taiwan"}]},{"given":"Yu-Chih","family":"Huang","sequence":"additional","affiliation":[{"name":"National Yang Ming Chiao Tung University, Institute of CM,HsinChu,Taiwan"}]},{"given":"Kuan-Hui","family":"Lyu","sequence":"additional","affiliation":[{"name":"National Taiwan University,Department of EE and GICE,Taipei,Taiwan"}]},{"given":"Hsin-Hua","family":"Shen","sequence":"additional","affiliation":[{"name":"National Taiwan University,Department of EE and GICE,Taipei,Taiwan"}]},{"given":"Wan-Yi","family":"Lin","sequence":"additional","affiliation":[{"name":"Bosch Center for AI,USA"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5555\/2969033.2969125"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2019.1800635"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-19-2016-5"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/LCOMM.2020.2988384"},{"key":"ref5","first-page":"7091","article-title":"On the convergence and robustness of training GANs with regularized optimal transport","author":"Sanjabi","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref6","article-title":"Wasserstein GAN","author":"Arjovsky","year":"2017"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2200000073"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/JSAIT.2020.2991375"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT45174.2021.9517791"},{"key":"ref10","article-title":"Size-noise tradeoffs in generative networks","volume":"31","author":"Bailey","year":"2018","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-44857-0_5"},{"key":"ref12","first-page":"1071","article-title":"A gradual, semi-discrete approach to generative network training via explicit Wasserstein minimization","volume-title":"International Conference on Machine Learning","author":"Chen"},{"key":"ref13","article-title":"Federated learning: Collaborative machine learning without centralized training data","volume":"3","author":"McMahan","year":"2017","journal-title":"Google Research Blog"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00367"},{"key":"ref15","article-title":"Generalized sliced Wasserstein distances","volume-title":"33rd Conference on Nerual Information Processing Systems","author":"Kolouri"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2017.8007089"},{"key":"ref17","first-page":"12 411","article-title":"Fast approximation of the sliced-wasserstein distance using concentration of random projections","volume":"34","author":"Nadjahi","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511921490"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10959-010-0299-2"},{"key":"ref20","first-page":"131","article-title":"A remark on the optimal transport between two probability measures sharing the same copula","volume-title":"Statistics & Probability Letters","volume":"84","author":"Alfonsi","year":"2014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1090\/gsm\/058"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2011.2104992"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.812375"},{"key":"ref24","first-page":"1694","article-title":"Uniform convergence rates for kernel density estimation","volume-title":"International Conference on Machine Learning","author":"Jiang"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s10107-022-01856-x"},{"key":"ref26","volume-title":"Optimal transport, ser. Grundlehren der mathematischen Wissenschaften [Fundamental Principles of Mathematical Sciences]","volume":"338","author":"Villani","year":"2009"},{"key":"ref27","volume-title":"Quadratic forms in random variables","author":"Mathai","year":"1992"}],"event":{"name":"2023 IEEE International Symposium on Information Theory (ISIT)","location":"Taipei, Taiwan","start":{"date-parts":[[2023,6,25]]},"end":{"date-parts":[[2023,6,30]]}},"container-title":["2023 IEEE International Symposium on Information Theory (ISIT)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206429\/10206441\/10206785.pdf?arnumber=10206785","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,12]],"date-time":"2026-03-12T20:28:11Z","timestamp":1773347291000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10206785\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,6,25]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/isit54713.2023.10206785","relation":{},"subject":[],"published":{"date-parts":[[2023,6,25]]}}}