{"id":"https://openalex.org/W3035025901","doi":"https://doi.org/10.1109/sam48682.2020.9104281","title":"Resilient Multitask Distributed Adaptation Over Networks With Noisy Exchanges","display_name":"Resilient Multitask Distributed Adaptation Over Networks With Noisy Exchanges","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3035025901","doi":"https://doi.org/10.1109/sam48682.2020.9104281","mag":"3035025901"},"language":"en","primary_location":{"id":"doi:10.1109/sam48682.2020.9104281","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sam48682.2020.9104281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dr.ntu.edu.sg/bitstream/10356/152713/2/SAM2020_CWang.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100389595","display_name":"Chengcheng Wang","orcid":"https://orcid.org/0000-0002-2516-7259"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Chengcheng Wang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046850399","display_name":"Wee Peng Tay","orcid":"https://orcid.org/0000-0002-1543-195X"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Peng Tay","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101531225","display_name":"Ye Wei","orcid":"https://orcid.org/0000-0001-5700-9071"},"institutions":[{"id":"https://openalex.org/I179060312","display_name":"Northeast Electric Power University","ror":"https://ror.org/00zqaxa34","country_code":"CN","type":"education","lineage":["https://openalex.org/I179060312"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Wei","raw_affiliation_strings":["School of Automation Engineering, Northeast Electric Power University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, Northeast Electric Power University, China","institution_ids":["https://openalex.org/I179060312"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100344859","display_name":"Yuan Wang","orcid":"https://orcid.org/0000-0002-5258-1500"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Yuan Wang","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9979000091552734,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.996999979019165,"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/T10320","display_name":"Neural Networks and Applications","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7997106909751892},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.6846821308135986},{"id":"https://openalex.org/keywords/resilience","display_name":"Resilience (materials science)","score":0.6342849731445312},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6247020959854126},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5990515947341919},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5812668800354004},{"id":"https://openalex.org/keywords/information-exchange","display_name":"Information exchange","score":0.5524767637252808},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5453455448150635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41928452253341675},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.24253976345062256}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7997106909751892},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6846821308135986},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6342849731445312},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6247020959854126},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5990515947341919},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5812668800354004},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.5524767637252808},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5453455448150635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41928452253341675},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.24253976345062256},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sam48682.2020.9104281","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sam48682.2020.9104281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 11th Sensor Array and Multichannel Signal Processing Workshop (SAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/152713","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/152713","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/152713/2/SAM2020_CWang.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:dr.ntu.edu.sg:10356/152713","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/152713","pdf_url":"https://dr.ntu.edu.sg/bitstream/10356/152713/2/SAM2020_CWang.pdf","source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3035025901.pdf","grobid_xml":"https://content.openalex.org/works/W3035025901.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1929465856","https://openalex.org/W1968122177","https://openalex.org/W2000380136","https://openalex.org/W2012445782","https://openalex.org/W2053206490","https://openalex.org/W2069419462","https://openalex.org/W2074387510","https://openalex.org/W2080522017","https://openalex.org/W2093795816","https://openalex.org/W2124432683","https://openalex.org/W2155723880","https://openalex.org/W2402585016","https://openalex.org/W2530728613","https://openalex.org/W2591789080","https://openalex.org/W2610805269","https://openalex.org/W2938585763","https://openalex.org/W2962907301","https://openalex.org/W2963157432","https://openalex.org/W2963776804","https://openalex.org/W4239240501","https://openalex.org/W4250589301","https://openalex.org/W6650339036"],"related_works":["https://openalex.org/W2997567050","https://openalex.org/W2055243143","https://openalex.org/W1483272040","https://openalex.org/W4283377908","https://openalex.org/W1533421371","https://openalex.org/W2003050223","https://openalex.org/W2091777911","https://openalex.org/W2766405861","https://openalex.org/W2284759612","https://openalex.org/W2360975119"],"abstract_inverted_index":{"We":[0,68],"develop":[1],"a":[2,70,77],"resilient":[3],"distributed":[4,78],"strategy":[5,71],"over":[6],"multitask":[7],"networks,":[8],"where":[9],"individual":[10],"tasks":[11],"are":[12,24,47],"linearly":[13],"related":[14],"within":[15],"each":[16,30],"neighborhood,":[17],"and":[18,79],"information":[19,96],"exchanges":[20,62],"between":[21,98],"neighboring":[22],"agents":[23],"noisy.":[25],"In":[26,42],"the":[27,50,57,64,74,86,95],"proposed":[28,87],"strategy,":[29],"agent":[31],"follows":[32],"an":[33],"adapt-then-project":[34],"procedure":[35],"to":[36,55],"iteratively":[37],"update":[38],"its":[39],"local":[40],"estimate.":[41],"particular,":[43],"weighted":[44],"projection":[45,51],"operators":[46],"utilized":[48],"in":[49,53,76,94],"step":[52],"order":[54],"attenuate":[56],"negative":[58],"effect":[59],"of":[60],"noisy":[61],"on":[63],"cooperative":[65],"inference":[66],"performance.":[67],"motivate":[69],"for":[72],"computing":[73],"weights":[75],"adaptive":[80],"manner.":[81],"Simulation":[82],"results":[83],"demonstrate":[84],"that":[85],"scheme":[88],"shows":[89],"good":[90],"resilience":[91],"against":[92],"noise":[93],"exchange":[97],"agents.":[99]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}