{"id":"https://openalex.org/W2551543312","doi":"https://doi.org/10.1109/tcyb.2016.2626801","title":"Distributed Jointly Sparse Multitask Learning Over Networks","display_name":"Distributed Jointly Sparse Multitask Learning Over Networks","publication_year":2016,"publication_date":"2016-11-18","ids":{"openalex":"https://openalex.org/W2551543312","doi":"https://doi.org/10.1109/tcyb.2016.2626801","mag":"2551543312","pmid":"https://pubmed.ncbi.nlm.nih.gov/27875240"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2016.2626801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2626801","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100654349","display_name":"Chunguang Li","orcid":"https://orcid.org/0000-0003-3147-1553"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunguang Li","raw_affiliation_strings":["College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3147-1553","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025580492","display_name":"Songyan Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Songyan Huang","raw_affiliation_strings":["College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100414124","display_name":"Ying Liu","orcid":"https://orcid.org/0000-0002-0337-277X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Liu","raw_affiliation_strings":["College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100751311","display_name":"Zhaoyang Zhang","orcid":"https://orcid.org/0000-0003-2346-6228"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoyang Zhang","raw_affiliation_strings":["College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering and the Zhejiang Provincial Key Laboratory of Information Processing, Communication and Networking, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":2.0902,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.85961731,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"48","issue":"1","first_page":"151","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8318382501602173},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7458437085151672},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7025918364524841},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.6745635867118835},{"id":"https://openalex.org/keywords/attention-network","display_name":"Attention network","score":0.512045681476593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48103004693984985},{"id":"https://openalex.org/keywords/message-passing","display_name":"Message passing","score":0.4673403203487396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4547816812992096},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44399166107177734},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.4347343146800995},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4138796329498291},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.19010227918624878}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8318382501602173},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7458437085151672},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7025918364524841},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.6745635867118835},{"id":"https://openalex.org/C2993807640","wikidata":"https://www.wikidata.org/wiki/Q103709453","display_name":"Attention network","level":2,"score":0.512045681476593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48103004693984985},{"id":"https://openalex.org/C854659","wikidata":"https://www.wikidata.org/wiki/Q1859284","display_name":"Message passing","level":2,"score":0.4673403203487396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4547816812992096},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44399166107177734},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.4347343146800995},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4138796329498291},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.19010227918624878},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2016.2626801","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2016.2626801","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cybernetics","raw_type":"journal-article"},{"id":"pmid:27875240","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27875240","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G2269282085","display_name":"\u4f20\u611f\u5668\u7f51\u7edc\u4e2d\u5206\u5e03\u5f0f\u9c81\u68d2\u4fe1\u606f\u8bba\u5b66\u4e60\u7814\u7a76","funder_award_id":"61571392","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4140924936","display_name":null,"funder_award_id":"61631003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6896812340","display_name":"\u4f20\u611f\u5668\u7f51\u7edc\u4e2d\u5206\u5e03\u5f0f\u76f2\u4fe1\u53f7\u4f30\u8ba1\u7814\u7a76","funder_award_id":"61471320","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G861614749","display_name":null,"funder_award_id":"2016QNA5004","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W747911303","https://openalex.org/W1480312878","https://openalex.org/W1564965202","https://openalex.org/W1578320724","https://openalex.org/W1986302543","https://openalex.org/W1993005965","https://openalex.org/W1999867771","https://openalex.org/W2008932592","https://openalex.org/W2024307985","https://openalex.org/W2024747714","https://openalex.org/W2029080014","https://openalex.org/W2047565655","https://openalex.org/W2049287639","https://openalex.org/W2061572659","https://openalex.org/W2065180801","https://openalex.org/W2068512312","https://openalex.org/W2069419462","https://openalex.org/W2071607622","https://openalex.org/W2074054045","https://openalex.org/W2092734317","https://openalex.org/W2093795816","https://openalex.org/W2096943642","https://openalex.org/W2098674248","https://openalex.org/W2098743149","https://openalex.org/W2104979220","https://openalex.org/W2106407813","https://openalex.org/W2107861471","https://openalex.org/W2108924122","https://openalex.org/W2110482969","https://openalex.org/W2117592368","https://openalex.org/W2118776392","https://openalex.org/W2119434824","https://openalex.org/W2120286056","https://openalex.org/W2121820607","https://openalex.org/W2123015311","https://openalex.org/W2123705108","https://openalex.org/W2128339739","https://openalex.org/W2129927143","https://openalex.org/W2130359405","https://openalex.org/W2130442323","https://openalex.org/W2134438999","https://openalex.org/W2135046866","https://openalex.org/W2141730627","https://openalex.org/W2143104527","https://openalex.org/W2146000945","https://openalex.org/W2148863003","https://openalex.org/W2151565294","https://openalex.org/W2152279006","https://openalex.org/W2153506929","https://openalex.org/W2153966940","https://openalex.org/W2158643468","https://openalex.org/W2159585070","https://openalex.org/W2162409952","https://openalex.org/W2169326247","https://openalex.org/W2245447372","https://openalex.org/W2246456512","https://openalex.org/W2254069717","https://openalex.org/W2291446221","https://openalex.org/W2293909378","https://openalex.org/W2295872477","https://openalex.org/W2326234950","https://openalex.org/W2473017500","https://openalex.org/W2530618030","https://openalex.org/W2540277355","https://openalex.org/W2588400743","https://openalex.org/W2962907301","https://openalex.org/W3099579977","https://openalex.org/W3100482754","https://openalex.org/W3104550706","https://openalex.org/W4250589301","https://openalex.org/W6674616871","https://openalex.org/W6728941791","https://openalex.org/W6733765579"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W4206220619","https://openalex.org/W2383193739","https://openalex.org/W2551543312"],"abstract_inverted_index":{"Distributed":[0],"data":[1],"processing":[2],"over":[3],"networks":[4],"has":[5],"received":[6],"a":[7],"lot":[8],"of":[9,24,81,84,126,133],"attention":[10],"due":[11],"to":[12,67,90,119],"its":[13,141],"wide":[14],"applicability.":[15],"In":[16,72,110],"this":[17,73],"paper,":[18,74],"we":[19,75],"consider":[20],"the":[21,29,32,59,62,69,82,93,103,121,124,129,134],"multitask":[22,30,100],"problem":[23,107],"in-network":[25],"distributed":[26,97],"estimation.":[27],"For":[28],"problem,":[31],"unknown":[33],"parameter":[34],"vectors":[35,83],"(tasks)":[36],"for":[37,102],"different":[38],"nodes":[39],"can":[40],"be":[41],"different.":[42],"Moreover,":[43],"considering":[44],"some":[45,56,146],"real":[46],"application":[47],"scenarios,":[48],"it":[49],"is":[50,65,108,117,137,143],"also":[51],"assumed":[52],"that":[53],"there":[54],"are":[55],"similarities":[57],"among":[58,128],"tasks.":[60,130],"Thus,":[61],"intertask":[63,114],"cooperation":[64,115],"helpful":[66],"enhance":[68,92],"estimation":[70,94,106],"performance.":[71,95],"exploit":[76],"an":[77,112],"additional":[78],"special":[79],"characteristic":[80],"interest,":[85],"namely,":[86],"joint":[87],"sparsity,":[88],"aiming":[89],"further":[91],"A":[96],"jointly":[98],"sparse":[99,105],"algorithm":[101,136],"collaborative":[104],"derived.":[109],"addition,":[111],"adaptive":[113],"strategy":[116],"adopted":[118],"improve":[120],"robustness":[122],"against":[123],"degree":[125],"difference":[127],"The":[131],"performance":[132],"proposed":[135],"analyzed":[138],"theoretically,":[139],"and":[140],"effectiveness":[142],"verified":[144],"by":[145],"simulations.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
