{"id":"https://openalex.org/W4314946943","doi":"https://doi.org/10.1109/cdc51059.2022.9993346","title":"Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems","display_name":"Automated Performance Estimation for Decentralized Optimization via Network Size Independent Problems","publication_year":2022,"publication_date":"2022-12-06","ids":{"openalex":"https://openalex.org/W4314946943","doi":"https://doi.org/10.1109/cdc51059.2022.9993346"},"language":"en","primary_location":{"id":"doi:10.1109/cdc51059.2022.9993346","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cdc51059.2022.9993346","pdf_url":null,"source":{"id":"https://openalex.org/S4363607710","display_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5005871413","display_name":"S\u00e9bastien Colla","orcid":"https://orcid.org/0000-0002-8371-9445"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Sebastien Colla","raw_affiliation_strings":["UCLouvain,ICTEAM institute,Louvain-la-Neuve,Belgium","ICTEAM institute, UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"UCLouvain,ICTEAM institute,Louvain-la-Neuve,Belgium","institution_ids":["https://openalex.org/I95674353"]},{"raw_affiliation_string":"ICTEAM institute, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003883360","display_name":"Julien M. Hendrickx","orcid":"https://orcid.org/0000-0001-8214-8292"},"institutions":[{"id":"https://openalex.org/I95674353","display_name":"UCLouvain","ror":"https://ror.org/02495e989","country_code":"BE","type":"education","lineage":["https://openalex.org/I95674353"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Julien M. Hendrickx","raw_affiliation_strings":["UCLouvain,ICTEAM institute,Louvain-la-Neuve,Belgium","ICTEAM institute, UCLouvain, Louvain-la-Neuve, Belgium"],"affiliations":[{"raw_affiliation_string":"UCLouvain,ICTEAM institute,Louvain-la-Neuve,Belgium","institution_ids":["https://openalex.org/I95674353"]},{"raw_affiliation_string":"ICTEAM institute, UCLouvain, Louvain-la-Neuve, Belgium","institution_ids":["https://openalex.org/I95674353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005871413"],"corresponding_institution_ids":["https://openalex.org/I95674353"],"apc_list":null,"apc_paid":null,"fwci":0.8639,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.6964683,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"5192","last_page":"5199"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998999834060669,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998999834060669,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.979200005531311,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9758999943733215,"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/complement","display_name":"Complement (music)","score":0.6998547315597534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6936361193656921},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.672676146030426},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6100556254386902},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5268089771270752},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23580747842788696},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20912262797355652},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15389493107795715}],"concepts":[{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.6998547315597534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6936361193656921},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.672676146030426},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6100556254386902},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5268089771270752},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23580747842788696},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20912262797355652},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15389493107795715},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc51059.2022.9993346","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cdc51059.2022.9993346","pdf_url":null,"source":{"id":"https://openalex.org/S4363607710","display_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 61st Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1547678669","https://openalex.org/W1571416372","https://openalex.org/W1962121538","https://openalex.org/W1979896658","https://openalex.org/W2044212084","https://openalex.org/W2097460613","https://openalex.org/W2609549560","https://openalex.org/W2615571142","https://openalex.org/W2783672063","https://openalex.org/W2951335402","https://openalex.org/W2962771678","https://openalex.org/W2963649943","https://openalex.org/W2964102336","https://openalex.org/W3016890209","https://openalex.org/W3104749043","https://openalex.org/W3148743235","https://openalex.org/W3158960540","https://openalex.org/W4221158313","https://openalex.org/W4323022350","https://openalex.org/W6735042707","https://openalex.org/W6809739882"],"related_works":["https://openalex.org/W4286891655","https://openalex.org/W3209823386","https://openalex.org/W4292532243","https://openalex.org/W4285140130","https://openalex.org/W3104770499","https://openalex.org/W4285677055","https://openalex.org/W1992731528","https://openalex.org/W2007843488","https://openalex.org/W1994436307","https://openalex.org/W1987021796"],"abstract_inverted_index":{"We":[0,85],"develop":[1],"a":[2,67],"novel":[3],"formulation":[4,55],"of":[5,18,21,38,51,58,70],"the":[6,19,24,32,49,59,71,78],"Performance":[7],"Estimation":[8],"Problem":[9],"(PEP)":[10],"for":[11,108],"decentralized":[12,72,91],"optimization":[13,40],"whose":[14],"size":[15,50],"is":[16,56],"independent":[17,57],"number":[20],"agents":[22],"in":[23],"network.":[25],"The":[26],"PEP":[27,54],"approach":[28],"allows":[29],"computing":[30],"automatically":[31],"worst-case":[33,36],"performance":[34,103],"and":[35,74,81,97,99],"instance":[37],"first-order":[39],"methods":[41,92],"by":[42],"solving":[43],"an":[44],"SDP.":[45],"Unlike":[46],"previous":[47],"work,":[48],"our":[52,87],"new":[53],"network":[60,110],"size.":[61,111],"For":[62],"this":[63],"purpose,":[64],"we":[65,75],"take":[66],"global":[68],"view":[69],"problem":[73],"also":[76],"decouple":[77],"consensus":[79],"subspace":[80],"its":[82],"orthogonal":[83],"complement.":[84],"apply":[86],"methodology":[88],"to":[89],"different":[90],"such":[93],"as":[94],"DGD,":[95],"DIGing":[96],"EXTRA":[98],"obtain":[100],"numerically":[101],"tight":[102],"guarantees":[104],"that":[105],"are":[106],"valid":[107],"any":[109]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}