{"id":"https://openalex.org/W4393851950","doi":"https://doi.org/10.1016/j.automatica.2024.111635","title":"Joint learning of linear time-invariant dynamical systems","display_name":"Joint learning of linear time-invariant dynamical systems","publication_year":2024,"publication_date":"2024-04-03","ids":{"openalex":"https://openalex.org/W4393851950","doi":"https://doi.org/10.1016/j.automatica.2024.111635"},"language":"en","primary_location":{"id":"doi:10.1016/j.automatica.2024.111635","doi":"https://doi.org/10.1016/j.automatica.2024.111635","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.automatica.2024.111635","pdf_url":null,"source":{"id":"https://openalex.org/S51360982","display_name":"Automatica","issn_l":"0005-1098","issn":["0005-1098","1873-2836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Automatica","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.1016/j.automatica.2024.111635","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030766536","display_name":"Aditya Modi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aditya Modi","raw_affiliation_strings":["Microsoft, Mountain View, CA 94043, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Microsoft, Mountain View, CA 94043, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074828603","display_name":"Mohamad Kazem Shirani Faradonbeh","orcid":"https://orcid.org/0009-0000-1111-8440","observed_orcids":["https://orcid.org/0009-0000-1111-8440"]},"institutions":[{"id":"https://openalex.org/I178169726","display_name":"Southern Methodist University","ror":"https://ror.org/042tdr378","country_code":"US","type":"education","lineage":["https://openalex.org/I178169726"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamad Kazem Shirani Faradonbeh","raw_affiliation_strings":["Department of Mathematics, Southern Methodist University, Dallas, TX 75275, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Southern Methodist University, Dallas, TX 75275, USA","institution_ids":["https://openalex.org/I178169726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051918150","display_name":"Ambuj Tewari","orcid":"https://orcid.org/0000-0001-6969-7844","observed_orcids":["https://orcid.org/0000-0001-6969-7844"]},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ambuj Tewari","raw_affiliation_strings":["Department of Statistics, University of Michigan, Ann Arbor, MI 48109, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of Michigan, Ann Arbor, MI 48109, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017220650","display_name":"George C. Michailidis","orcid":"https://orcid.org/0000-0002-3676-1739","observed_orcids":["https://orcid.org/0000-0002-3676-1739"]},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George Michailidis","raw_affiliation_strings":["Department of Statistics, University of California, Los Angeles, CA 90095, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics, University of California, Los Angeles, CA 90095, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030766536"],"corresponding_institution_ids":["https://openalex.org/I1290206253"],"apc_list":{"value":3610,"currency":"USD","value_usd":3610},"apc_paid":null,"fwci":1.0885,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.73479994,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":92,"max":98},"biblio":{"volume":"164","issue":null,"first_page":"111635","last_page":"111635"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T11236","display_name":"Control Systems and Identification","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T13487","display_name":"Statistical and numerical algorithms","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2604","display_name":"Applied Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.00039999998989515007,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/linear-time-invariant-systems","display_name":"linear time-invariant systems","score":0.9430000185966492},{"id":"https://openalex.org/keywords/transition-matrix-estimation","display_name":"transition matrix estimation","score":0.9359999895095825},{"id":"https://openalex.org/keywords/model-misspecification","display_name":"model misspecification","score":0.8870000243186951},{"id":"https://openalex.org/keywords/singular-value-bounds","display_name":"singular value bounds","score":0.7300000190734863},{"id":"https://openalex.org/keywords/high-probability-bounds","display_name":"high-probability bounds","score":0.7260000109672546}],"concepts":[{"id":"https://openalex.org/C63584917","wikidata":"https://www.wikidata.org/wiki/Q333286","display_name":"Bounding overwatch","level":2,"score":0.6730481386184692},{"id":"https://openalex.org/C87698059","wikidata":"https://www.wikidata.org/wiki/Q1808960","display_name":"LTI system theory","level":3,"score":0.5918015241622925},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.5407066941261292},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5281940698623657},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5278387069702148},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5209268927574158},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.4701785147190094},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.44493168592453003},{"id":"https://openalex.org/C114275822","wikidata":"https://www.wikidata.org/wiki/Q621512","display_name":"Linear dynamical system","level":3,"score":0.4239952564239502},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3764037489891052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3603622317314148},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15686872601509094},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.10625037550926208},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0960184633731842},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.automatica.2024.111635","doi":"https://doi.org/10.1016/j.automatica.2024.111635","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.automatica.2024.111635","pdf_url":null,"source":{"id":"https://openalex.org/S51360982","display_name":"Automatica","issn_l":"0005-1098","issn":["0005-1098","1873-2836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Automatica","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2112.10955","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.10955","pdf_url":"https://arxiv.org/pdf/2112.10955","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt3332g1qt","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/3332g1qt","pdf_url":"https://escholarship.org/content/qt3332g1qt/qt3332g1qt.pdf?t=selt0f","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"doi:10.48550/arxiv.2112.10955","doi":"https://doi.org/10.48550/arxiv.2112.10955","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2112.10955","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1016/j.automatica.2024.111635","doi":"https://doi.org/10.1016/j.automatica.2024.111635","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.automatica.2024.111635","pdf_url":null,"source":{"id":"https://openalex.org/S51360982","display_name":"Automatica","issn_l":"0005-1098","issn":["0005-1098","1873-2836"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-3","ki-jl-1","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Automatica","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G2900611879","display_name":"Change Point Detection for Data with Network Structure","funder_award_id":"2348640","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6671297155","display_name":null,"funder_award_id":"CAREER","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8095567277","display_name":"CAREER: New Frontiers in Sequential Decision Making with a View Towards Mobile Health Applications","funder_award_id":"1452099","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8459049124","display_name":"RI: Small: Random Perturbation Methods in Sequential Learning","funder_award_id":"2007055","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320315389","display_name":"Open Philanthropy Project","ror":"https://ror.org/004d1k391"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W195033972","https://openalex.org/W625097956","https://openalex.org/W1484471192","https://openalex.org/W1522301498","https://openalex.org/W1971141015","https://openalex.org/W2002557664","https://openalex.org/W2019972886","https://openalex.org/W2020245429","https://openalex.org/W2049058758","https://openalex.org/W2119738618","https://openalex.org/W2130903752","https://openalex.org/W2142635246","https://openalex.org/W2143075842","https://openalex.org/W2146855196","https://openalex.org/W2154185762","https://openalex.org/W2156267734","https://openalex.org/W2157067018","https://openalex.org/W2176721405","https://openalex.org/W2179899159","https://openalex.org/W2237537322","https://openalex.org/W2254186912","https://openalex.org/W2529086294","https://openalex.org/W2530869145","https://openalex.org/W2538110817","https://openalex.org/W2546057486","https://openalex.org/W2604130501","https://openalex.org/W2762498633","https://openalex.org/W2772283936","https://openalex.org/W2787248994","https://openalex.org/W2788862106","https://openalex.org/W2888102466","https://openalex.org/W2903088609","https://openalex.org/W2913340405","https://openalex.org/W2944887819","https://openalex.org/W2950678851","https://openalex.org/W2953104414","https://openalex.org/W2953995401","https://openalex.org/W2962740831","https://openalex.org/W2963819344","https://openalex.org/W3000219431","https://openalex.org/W3006977545","https://openalex.org/W3007684729","https://openalex.org/W3012692135","https://openalex.org/W3125031222","https://openalex.org/W3128301746","https://openalex.org/W3170196241","https://openalex.org/W3193362061","https://openalex.org/W4226474978"],"related_works":["https://openalex.org/W4413142106","https://openalex.org/W7106688634","https://openalex.org/W7154580927","https://openalex.org/W7160640763","https://openalex.org/W4413393661","https://openalex.org/W2753305392","https://openalex.org/W2762498633","https://openalex.org/W1548169384","https://openalex.org/W3082124241","https://openalex.org/W4388512523"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2024-04-04T00:00:00"}
