{"id":"https://openalex.org/W2919293260","doi":"https://doi.org/10.1109/acssc.2018.8645549","title":"Distributed Ridge Regression with Feature Partitioning","display_name":"Distributed Ridge Regression with Feature Partitioning","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2919293260","doi":"https://doi.org/10.1109/acssc.2018.8645549","mag":"2919293260"},"language":"en","primary_location":{"id":"doi:10.1109/acssc.2018.8645549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2018.8645549","pdf_url":null,"source":{"id":"https://openalex.org/S4363608623","display_name":"2018 52nd Asilomar Conference on Signals, Systems, and Computers","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":"2018 52nd Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11250/2592339","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043636436","display_name":"Cristiano Gratton","orcid":"https://orcid.org/0000-0002-6963-7283"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Cristiano Gratton","raw_affiliation_strings":["Department of Electronic Systems, Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031758842","display_name":"Naveen K. D. Venkategowda","orcid":"https://orcid.org/0000-0001-8145-7392"},"institutions":[{"id":"https://openalex.org/I4210105718","display_name":"Trondheim Kommune","ror":"https://ror.org/01gjtys23","country_code":"NO","type":"government","lineage":["https://openalex.org/I4210105718"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Naveen K.D. Venkategowda","raw_affiliation_strings":["Norges teknisk-naturvitenskapelige universitet, Trondheim, NO"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Norges teknisk-naturvitenskapelige universitet, Trondheim, NO","institution_ids":["https://openalex.org/I4210105718"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044185375","display_name":"Reza Arablouei","orcid":"https://orcid.org/0000-0002-6932-2900"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"government","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Reza Arablouei","raw_affiliation_strings":["CSIRO\u2019s Data61, Pullenvale QLD, Australia","CSIRO's Data61, Pullenvale QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CSIRO\u2019s Data61, Pullenvale QLD, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]},{"raw_affiliation_string":"CSIRO's Data61, Pullenvale QLD, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059938646","display_name":"Stefan Werner","orcid":"https://orcid.org/0000-0003-0148-4724"},"institutions":[{"id":"https://openalex.org/I204778367","display_name":"Norwegian University of Science and Technology","ror":"https://ror.org/05xg72x27","country_code":"NO","type":"education","lineage":["https://openalex.org/I204778367"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Stefan Werner","raw_affiliation_strings":["Department of Electronic Systems, Norwegian University of Science and Technology, Trondheim, Norway"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Systems, Norwegian University of Science and Technology, Trondheim, Norway","institution_ids":["https://openalex.org/I204778367"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0388,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.97183942,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1423","last_page":"1427"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9958000183105469,"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":0.9958000183105469,"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9955999851226807,"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"}},{"id":"https://openalex.org/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ridge","display_name":"Ridge","score":0.8753011226654053},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.7384160757064819},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.6149539351463318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.592793881893158},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5170417428016663},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.46227914094924927},{"id":"https://openalex.org/keywords/elastic-net-regularization","display_name":"Elastic net regularization","score":0.4612838625907898},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.46051326394081116},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.45837947726249695},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.4228527843952179},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.393962562084198},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3416425585746765},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32383018732070923},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30767709016799927},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1462201476097107},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1380973756313324},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08044278621673584}],"concepts":[{"id":"https://openalex.org/C32277403","wikidata":"https://www.wikidata.org/wiki/Q740445","display_name":"Ridge","level":2,"score":0.8753011226654053},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7384160757064819},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.6149539351463318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.592793881893158},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5170417428016663},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46227914094924927},{"id":"https://openalex.org/C203868755","wikidata":"https://www.wikidata.org/wiki/Q5353562","display_name":"Elastic net regularization","level":3,"score":0.4612838625907898},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.46051326394081116},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.45837947726249695},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.4228527843952179},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.393962562084198},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3416425585746765},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32383018732070923},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30767709016799927},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1462201476097107},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1380973756313324},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08044278621673584},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acssc.2018.8645549","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acssc.2018.8645549","pdf_url":null,"source":{"id":"https://openalex.org/S4363608623","display_name":"2018 52nd Asilomar Conference on Signals, Systems, and Computers","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":"2018 52nd Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2592339","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2592339","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1423-1427","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:ntnuopen.ntnu.no:11250/2592339","is_oa":true,"landing_page_url":"http://hdl.handle.net/11250/2592339","pdf_url":null,"source":{"id":"https://openalex.org/S4306401716","display_name":"Duo Research Archive (University of Oslo)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184942183","host_organization_name":"University of Oslo","host_organization_lineage":["https://openalex.org/I184942183"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1423-1427","raw_type":"info:eu-repo/semantics/bookPart"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1522588225","https://openalex.org/W1603765807","https://openalex.org/W1965497515","https://openalex.org/W1982545958","https://openalex.org/W1985235227","https://openalex.org/W2004477678","https://openalex.org/W2053745833","https://openalex.org/W2053832728","https://openalex.org/W2065507124","https://openalex.org/W2076826889","https://openalex.org/W2077904612","https://openalex.org/W2080002295","https://openalex.org/W2087522395","https://openalex.org/W2091734247","https://openalex.org/W2107568926","https://openalex.org/W2111076441","https://openalex.org/W2130359405","https://openalex.org/W2139336600","https://openalex.org/W2151565294","https://openalex.org/W2156415659","https://openalex.org/W2295500362","https://openalex.org/W2519785485","https://openalex.org/W2551543312","https://openalex.org/W2569134578","https://openalex.org/W2593896672","https://openalex.org/W2766015633","https://openalex.org/W2886524747","https://openalex.org/W2888007202","https://openalex.org/W2920685812","https://openalex.org/W3027187636","https://openalex.org/W3122560455","https://openalex.org/W4238850922","https://openalex.org/W4250589301","https://openalex.org/W6759894711"],"related_works":["https://openalex.org/W3148196241","https://openalex.org/W2371621356","https://openalex.org/W1606169643","https://openalex.org/W2096801452","https://openalex.org/W4399551708","https://openalex.org/W2892683542","https://openalex.org/W1977912248","https://openalex.org/W3092773549","https://openalex.org/W1966326540","https://openalex.org/W2122926592"],"abstract_inverted_index":{"We":[0,52],"develop":[1],"a":[2,60],"new":[3],"distributed":[4,43,61],"algorithm":[5],"to":[6,69],"solve":[7],"the":[8,16,27,36,39,54,67],"ridge":[9,56],"regression":[10,57],"problem":[11,58,64],"with":[12,47],"feature":[13,48],"partitioning":[14],"of":[15,31],"observation":[17,40],"matrix.":[18],"The":[19],"proposed":[20],"algorithm,":[21],"named":[22],"D-Ridge,":[23],"is":[24,42],"based":[25],"on":[26],"alternating":[28],"direction":[29],"method":[30],"multipliers":[32],"(ADMM)":[33],"and":[34,65],"estimates":[35],"parameters":[37],"when":[38],"matrix":[41],"among":[44],"different":[45],"agents":[46],"(or":[49],"vertical)":[50],"partitioning.":[51],"formulate":[53],"associated":[55],"as":[59],"convex":[62],"optimization":[63],"utilize":[66],"ADMM":[68],"obtain":[70],"an":[71],"iterative":[72],"solution.":[73],"Numerical":[74],"results":[75],"demonstrate":[76],"that":[77],"D-Ridge":[78],"converges":[79],"faster":[80],"than":[81],"its":[82],"diffusion-based":[83],"contender":[84],"does.":[85]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}