{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,6]],"date-time":"2025-12-06T16:50:04Z","timestamp":1765039804355,"version":"3.40.3"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T00:00:00Z","timestamp":1729987200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,10,27]],"date-time":"2024-10-27T00:00:00Z","timestamp":1729987200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2330196"],"award-info":[{"award-number":["2330196"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,10,27]]},"DOI":"10.1109\/ieeeconf60004.2024.10942834","type":"proceedings-article","created":{"date-parts":[[2025,4,4]],"date-time":"2025-04-04T18:20:20Z","timestamp":1743790820000},"page":"1461-1465","source":"Crossref","is-referenced-by-count":1,"title":["Distributed Gradient Clustering: Convergence and the Effect of Initialization"],"prefix":"10.1109","author":[{"given":"Aleksandar","family":"Armacki","sequence":"first","affiliation":[{"name":"Carnegie Mellon University,Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Himkant","family":"Sharma","sequence":"additional","affiliation":[{"name":"Indian Institute of Technology Kharagpur,Electronics and Electrical Communication Engineering,Kharagpur,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dragana","family":"Bajovi\u0107","sequence":"additional","affiliation":[{"name":"University of Novi Sad,Faculty of Technical Sciences,Department of Power, Electronics and Computer Engineering,Novi Sad,Serbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Du\u0161an","family":"Jakoveti\u0107","sequence":"additional","affiliation":[{"name":"University of Novi Sad,Faculty of Sciences,Department of Mathematics and Informatics,Novi Sad,Serbia"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mrityunjoy","family":"Chakraborty","sequence":"additional","affiliation":[{"name":"Indian Institute of Technology Kharagpur,Electronics and Electrical Communication Engineering,Kharagpur,India"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Soummya","family":"Kar","sequence":"additional","affiliation":[{"name":"Carnegie Mellon University,Electrical and Computer Engineering,Pittsburgh,PA,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"journal-title":"A unified frame-work for gradient-based clustering of distributed data","year":"2024","author":"Armacki","key":"ref1"},{"key":"ref2","first-page":"929","article-title":"Gradient based clustering","volume-title":"Proceedings of the 39th International Conference on Machine Learning","volume":"162","author":"Armacki","year":"2022"},{"key":"ref3","first-page":"1027","article-title":"K-means++: The advantages of careful seeding","volume-title":"In Proceedings of the 18th Annual ACM-SIAM Symposium on Discrete Algorithms","author":"Arthur","year":"2007"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2005.845141"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2009.09.011"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1201\/b19706-9"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1982.1056489"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972740.22"},{"key":"ref9","first-page":"501","article-title":"A Huber-loss-driven clustering technique and its application to robust cell detection in confocal microscopy images","volume-title":"2011 7th International Symposium on Image and Signal Processing and Analysis (ISPA)","author":"Pediredla","year":"2011"},{"key":"ref10","first-page":"1273","article-title":"Communication-Efficient Learning of Deep Networks from Decentralized Data","volume-title":"Proceedings of the 20th International Conference on Artificial Intelligence and Statistics","volume":"54","author":"McMahan","year":"2017"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1561\/9781680837896"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2023.3343561"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ISC255366.2022.9921863"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2023.3267896"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2306253"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2014.2298712"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.2008.2009515"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2008.222"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2011.2114324"},{"key":"ref20","article-title":"Distributed k-means and k-median clustering on general topologies","volume-title":"Advances in Neural Information Processing Systems","volume":"26","author":"Balcan","year":"2013"},{"journal-title":"Distributed k-means algorithm","year":"2013","author":"Oliva","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2016.2526683"},{"journal-title":"Clustering with distributed data","year":"2019","author":"Kar","key":"ref23"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2981774"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/1007352.1007400"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.1984.4767478"},{"volume-title":"The hardness of k-means clustering in the plane","year":"2009","author":"Vattani","key":"ref27"},{"journal-title":"The hardness of approximation of euclidean k-means","year":"2015","author":"Awasthi","key":"ref28"},{"key":"ref29","first-page":"281","article-title":"Some methods for classification and analysis of mul-tivariate observations","volume-title":"5-th Berkeley Symposium on Mathematical Statistics and Probability","volume":"1","author":"MacQueen","year":"1967"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2012.2191450"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235193"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1111\/j.1469-1809.1936.tb02137.x"}],"event":{"name":"2024 58th Asilomar Conference on Signals, Systems, and Computers","start":{"date-parts":[[2024,10,27]]},"location":"Pacific Grove, CA, USA","end":{"date-parts":[[2024,10,30]]}},"container-title":["2024 58th Asilomar Conference on Signals, Systems, and Computers"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10942562\/10942606\/10942834.pdf?arnumber=10942834","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,5]],"date-time":"2025-04-05T09:01:31Z","timestamp":1743843691000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10942834\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,10,27]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ieeeconf60004.2024.10942834","relation":{},"subject":[],"published":{"date-parts":[[2024,10,27]]}}}