{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T16:47:39Z","timestamp":1765039659727,"version":"3.28.0"},"reference-count":33,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,10,31]],"date-time":"2022-10-31T00:00:00Z","timestamp":1667174400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,31]],"date-time":"2022-10-31T00:00:00Z","timestamp":1667174400000},"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":[],"published-print":{"date-parts":[[2022,10,31]]},"DOI":"10.1109\/ieeeconf56349.2022.10051977","type":"proceedings-article","created":{"date-parts":[[2023,3,7]],"date-time":"2023-03-07T13:41:29Z","timestamp":1678196489000},"page":"53-57","source":"Crossref","is-referenced-by-count":4,"title":["Joint graph learning from Gaussian observations in the presence of hidden nodes"],"prefix":"10.1109","author":[{"given":"Samuel","family":"Rey","sequence":"first","affiliation":[{"name":"King Juan Carlos University,Dept. of Signal Theory and Comms.,Madrid,Kingdom of Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Madeline","family":"Navarro","sequence":"additional","affiliation":[{"name":"Rice University,Dept. of ECE,Houston,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andrei","family":"Buciulea","sequence":"additional","affiliation":[{"name":"King Juan Carlos University,Dept. of Signal Theory and Comms.,Madrid,Kingdom of Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Santiago","family":"Segarra","sequence":"additional","affiliation":[{"name":"Rice University,Dept. of ECE,Houston,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Antonio G.","family":"Marques","sequence":"additional","affiliation":[{"name":"King Juan Carlos University,Dept. of Signal Theory and Comms.,Madrid,Kingdom of Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","first-page":"1","article-title":"Joint inference of multiple graphs from matrix polynomials","volume":"23","author":"navarro","year":"2022","journal-title":"J Mach Learn Res"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"228","DOI":"10.3390\/a13090228","article-title":"Online topology inference from streaming stationary graph signals with partial connectivity information","volume":"13","author":"shafipour","year":"2020","journal-title":"Algorithms"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2602809"},{"key":"ref14","first-page":"920","article-title":"How to learn a graph from smooth signals","author":"kalofolias","year":"0","journal-title":"Intl Conf Artif Intel Stat (AISTATS) J Mach Learn Res"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/DSW.2019.8755783"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/IEEECONF44664.2019.9048913"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2017.2731051"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1038\/30918","article-title":"Collective dynamics of ‘small-world’ networks","volume":"393","author":"watts","year":"1998","journal-title":"Nature"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2014.2317284"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TSIPN.2022.3161079"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2019.2896229"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2018.2890143"},{"key":"ref17","article-title":"Enhanced graph-learning schemes driven by similar distributions of motifs","author":"rey","year":"2022","journal-title":"ArXiv Preprint"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2021.3123459"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198522195.001.0001","author":"lauritzen","year":"1996","journal-title":"Graphical Models"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2022.3223523"},{"key":"ref24","article-title":"Structured graph learning via Laplacian spectral constraints","volume":"32","author":"kumar","year":"2019","journal-title":"Advances Neural Inf Process Syst"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2017.2726975"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1111\/rssb.12033"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevE.90.052810"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1214\/009053606000000281"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1214\/11-EJS631"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/biostatistics\/kxm045"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747524"},{"key":"ref27","first-page":"1","article-title":"Inference for multiple heterogeneous networks with a common invariant subspace","volume":"22","author":"arroyo","year":"2021","journal-title":"J Mach Learn Res"},{"key":"ref29","first-page":"1935","article-title":"Latent variable graphical model selection via convex optimization","volume":"40","author":"chandrasekaran","year":"2012","journal-title":"Ann Statist"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-88146-1"},{"journal-title":"Cooperative and Graph Signal Processing Principles and Applications","year":"2018","author":"djuric","key":"ref7"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1003068"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235192"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2021.3076021"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2018.2820126"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2013.2238935"}],"event":{"name":"2022 56th Asilomar Conference on Signals, Systems, and Computers","start":{"date-parts":[[2022,10,31]]},"location":"Pacific Grove, CA, USA","end":{"date-parts":[[2022,11,2]]}},"container-title":["2022 56th Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10051833\/10051818\/10051977.pdf?arnumber=10051977","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,12,8]],"date-time":"2023-12-08T08:17:03Z","timestamp":1702023423000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10051977\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,31]]},"references-count":33,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf56349.2022.10051977","relation":{},"subject":[],"published":{"date-parts":[[2022,10,31]]}}}