{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,5]],"date-time":"2025-03-05T19:40:12Z","timestamp":1741203612516,"version":"3.38.0"},"reference-count":25,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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 Signal Process. Lett."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/lsp.2025.3539587","type":"journal-article","created":{"date-parts":[[2025,2,6]],"date-time":"2025-02-06T18:55:49Z","timestamp":1738868149000},"page":"981-985","source":"Crossref","is-referenced-by-count":0,"title":["Conditional Dependence via U-Statistics Pruning"],"prefix":"10.1109","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6949-780X","authenticated-orcid":false,"given":"Ferran","family":"de Cabrera","sequence":"first","affiliation":[{"name":"independent researcher, resides in 17100 La Bisbal d'Empordà, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7032-1411","authenticated-orcid":false,"given":"Marc","family":"Vil\u00e0-Insa","sequence":"additional","affiliation":[{"name":"Signal Processing and Communications Group (SPCOM), Universitat Politècnica de Catalunya (UPC), Barcelona, Spain"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5515-8169","authenticated-orcid":false,"given":"Jaume","family":"Riba","sequence":"additional","affiliation":[{"name":"Signal Processing and Communications Group (SPCOM), Universitat Politècnica de Catalunya (UPC), Barcelona, Spain"}]}],"member":"263","reference":[{"key":"ref1","first-page":"804","article-title":"Kernel-based conditional independence test and application in causal discovery","volume-title":"Proc. 27th Annu. Conf. Uncertainty Artif. Intell.","author":"Zhang","year":"2011"},{"issue":"7","key":"ref2","first-page":"1437","article-title":"Causal reasoning with ancestral graphs","volume":"9","author":"Zhang","year":"2008","journal-title":"J. Mach. Learn. Res."},{"volume-title":"Elements of Causal Inference: Foundations and Learning Algorithms","year":"2017","author":"Peters","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-019-10105-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-59669-x"},{"key":"ref6","first-page":"489","article-title":"Kernel measures of conditional dependence","volume-title":"Proc. 21st Int. Conf. Neural Inf. Process. Syst.","volume":"20","author":"Fukumizu","year":"2007"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1515\/jci-2018-0017"},{"key":"ref8","first-page":"21247","article-title":"A measure-theoretic approach to kernel conditional mean embeddings","volume-title":"Proc. 34th Int. Conf. Neural Inf. Process. Syst.","volume":"33","author":"Park","year":"2020"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.2014.993081"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1214\/009053607000000505"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/11564089_7"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12235"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747042"},{"issue":"7","key":"ref14","first-page":"1","article-title":"On distance and kernel measures of conditional dependence","volume":"24","author":"Sheng","year":"2023","journal-title":"J. Mach. Learn. Res."},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2023.3258182"},{"volume-title":"U-Statistics: Theory and Practice","year":"1990","author":"Lee","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.23919\/EUSIPCO.2018.8553062"},{"volume-title":"Coherence: In Signal Processing and Machine Learning","year":"2023","author":"Ramrez","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1002\/9781118165621"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1214\/18-AOS1773"},{"key":"ref21","first-page":"914","article-title":"Nonparametric estimation of conditional information and divergences","volume-title":"Proc. 15th Int. Conf. Artif. Intell. Statist.","author":"Pczos","year":"2012"},{"key":"ref22","first-page":"921","article-title":"The co-information lattice","volume-title":"Proc. 4th Int. Workshop Independent Compon. Anal. Blind Signal Separation: ICA","author":"Bell","year":"2003"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ISIT.2017.8006744"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-1570-2"},{"volume-title":"Density Estimation for Statistics and Data Analysis","year":"1986","author":"Silverman","key":"ref25"}],"container-title":["IEEE Signal Processing Letters"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/97\/10802935\/10876621.pdf?arnumber=10876621","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,5]],"date-time":"2025-03-05T19:04:42Z","timestamp":1741201482000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10876621\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/lsp.2025.3539587","relation":{},"ISSN":["1070-9908","1558-2361"],"issn-type":[{"type":"print","value":"1070-9908"},{"type":"electronic","value":"1558-2361"}],"subject":[],"published":{"date-parts":[[2025]]}}}