{"id":"https://openalex.org/W2744876888","doi":"https://doi.org/10.1007/s10589-017-9933-6","title":"$$\\ell _p$$ \u2113 p Regularized low-rank approximation via iterative reweighted singular value minimization","display_name":"$$\\ell _p$$ \u2113 p Regularized low-rank approximation via iterative reweighted singular value minimization","publication_year":2017,"publication_date":"2017-08-09","ids":{"openalex":"https://openalex.org/W2744876888","doi":"https://doi.org/10.1007/s10589-017-9933-6","mag":"2744876888"},"language":"en","primary_location":{"id":"doi:10.1007/s10589-017-9933-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10589-017-9933-6","pdf_url":null,"source":{"id":"https://openalex.org/S39243548","display_name":"Computational Optimization and Applications","issn_l":"0926-6003","issn":["0926-6003","1573-2894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Optimization and Applications","raw_type":"journal-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/A5000609407","display_name":"Zhaosong Lu","orcid":"https://orcid.org/0000-0003-3277-7853"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Zhaosong Lu","raw_affiliation_strings":["Department of Mathematics, Simon Fraser University, Burnaby, Canada"],"raw_orcid":"https://orcid.org/0000-0003-3277-7853","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Simon Fraser University, Burnaby, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060725404","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0002-1086-7922"},"institutions":[{"id":"https://openalex.org/I4210164862","display_name":"Artificial Intelligence in Medicine (Canada)","ror":"https://ror.org/05p590m36","country_code":"CA","type":"company","lineage":["https://openalex.org/I4210164862"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["Colin Artificial Intelligence Lab Ltd., Richmond, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Colin Artificial Intelligence Lab Ltd., Richmond, BC, Canada","institution_ids":["https://openalex.org/I4210164862"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066196985","display_name":"Jian L\u00fc","orcid":"https://orcid.org/0000-0003-4599-7281"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Lu","raw_affiliation_strings":["College of Mathematics and Computational Science, Shenzhen University, Shenzhen, People\u2019s Republic of China","College of Mathematics and Computational Science, Shenzhen University, Shenzhen, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Computational Science, Shenzhen University, Shenzhen, People\u2019s Republic of China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"College of Mathematics and Computational Science, Shenzhen University, Shenzhen, People's Republic of China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000609407"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.4568,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92557228,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"68","issue":"3","first_page":"619","last_page":"642"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/T11205","display_name":"Numerical methods in inverse problems","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.8603243827819824},{"id":"https://openalex.org/keywords/stationary-point","display_name":"Stationary point","score":0.7115115523338318},{"id":"https://openalex.org/keywords/singular-value","display_name":"Singular value","score":0.6814398765563965},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.5769659280776978},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5510056614875793},{"id":"https://openalex.org/keywords/low-rank-approximation","display_name":"Low-rank approximation","score":0.5302181839942932},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.50905841588974},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.5012302398681641},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4908984303474426},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4871982932090759},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.42066141963005066},{"id":"https://openalex.org/keywords/iterative-method","display_name":"Iterative method","score":0.41854605078697205},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1962411105632782},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.18353217840194702},{"id":"https://openalex.org/keywords/eigenvalues-and-eigenvectors","display_name":"Eigenvalues and eigenvectors","score":0.09938445687294006}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.8603243827819824},{"id":"https://openalex.org/C189237950","wikidata":"https://www.wikidata.org/wiki/Q2500758","display_name":"Stationary point","level":2,"score":0.7115115523338318},{"id":"https://openalex.org/C109282560","wikidata":"https://www.wikidata.org/wiki/Q4166054","display_name":"Singular value","level":3,"score":0.6814398765563965},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.5769659280776978},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5510056614875793},{"id":"https://openalex.org/C90199385","wikidata":"https://www.wikidata.org/wiki/Q6692777","display_name":"Low-rank approximation","level":3,"score":0.5302181839942932},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.50905841588974},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.5012302398681641},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4908984303474426},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4871982932090759},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.42066141963005066},{"id":"https://openalex.org/C159694833","wikidata":"https://www.wikidata.org/wiki/Q2321565","display_name":"Iterative method","level":2,"score":0.41854605078697205},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1962411105632782},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.18353217840194702},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.09938445687294006},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C25023664","wikidata":"https://www.wikidata.org/wiki/Q1575637","display_name":"Hankel matrix","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10589-017-9933-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10589-017-9933-6","pdf_url":null,"source":{"id":"https://openalex.org/S39243548","display_name":"Computational Optimization and Applications","issn_l":"0926-6003","issn":["0926-6003","1573-2894"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Optimization and Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:coopap:v:68:y:2017:i:3:d:10.1007_s10589-017-9933-6","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10589-017-9933-6","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4259646717","display_name":null,"funder_award_id":"611496","funder_id":"https://openalex.org/F4320321487","funder_display_name":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G4313401036","display_name":null,"funder_award_id":"61373087","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7922070115","display_name":null,"funder_award_id":"61472257","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321487","display_name":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1544331657","https://openalex.org/W1965125844","https://openalex.org/W1966096622","https://openalex.org/W1969123878","https://openalex.org/W1973397215","https://openalex.org/W1973734200","https://openalex.org/W2001114276","https://openalex.org/W2004544971","https://openalex.org/W2009680197","https://openalex.org/W2011359124","https://openalex.org/W2012961725","https://openalex.org/W2019465316","https://openalex.org/W2025666718","https://openalex.org/W2031906930","https://openalex.org/W2046491809","https://openalex.org/W2060204507","https://openalex.org/W2063761188","https://openalex.org/W2074682976","https://openalex.org/W2076605490","https://openalex.org/W2077430220","https://openalex.org/W2084978503","https://openalex.org/W2096220424","https://openalex.org/W2103972604","https://openalex.org/W2107861471","https://openalex.org/W2118550318","https://openalex.org/W2119883478","https://openalex.org/W2120032870","https://openalex.org/W2126607811","https://openalex.org/W2129415393","https://openalex.org/W2138835141","https://openalex.org/W2143163931","https://openalex.org/W2146944586","https://openalex.org/W2161792000","https://openalex.org/W2163293561","https://openalex.org/W2166956514","https://openalex.org/W2168745297","https://openalex.org/W2185071245","https://openalex.org/W2295936755","https://openalex.org/W2339666411","https://openalex.org/W2550766755","https://openalex.org/W2611328865","https://openalex.org/W2615711751","https://openalex.org/W2950933264","https://openalex.org/W2963714933","https://openalex.org/W2964026624","https://openalex.org/W3098306969","https://openalex.org/W6637532482"],"related_works":["https://openalex.org/W2106005123","https://openalex.org/W2952699400","https://openalex.org/W2271288847","https://openalex.org/W2336075021","https://openalex.org/W2951931073","https://openalex.org/W4304756082","https://openalex.org/W4298234822","https://openalex.org/W2782047334","https://openalex.org/W2776849335","https://openalex.org/W1970576574"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
