{"id":"https://openalex.org/W2806464206","doi":"https://doi.org/10.1109/tpami.2019.2919597","title":"MOSES: A Streaming Algorithm for Linear Dimensionality Reduction","display_name":"MOSES: A Streaming Algorithm for Linear Dimensionality Reduction","publication_year":2019,"publication_date":"2019-05-28","ids":{"openalex":"https://openalex.org/W2806464206","doi":"https://doi.org/10.1109/tpami.2019.2919597","mag":"2806464206","pmid":"https://pubmed.ncbi.nlm.nih.gov/31150336"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2019.2919597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2019.2919597","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1806.01304","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086280273","display_name":"Armin Eftekhari","orcid":"https://orcid.org/0000-0001-8202-6316"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Armin Eftekhari","raw_affiliation_strings":["Institute of Electrical Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-8202-6316","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, \u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072196179","display_name":"Raphael Hauser","orcid":"https://orcid.org/0000-0002-1166-5329"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raphael A. Hauser","raw_affiliation_strings":["Alan Turing Institute in London, London, United Kingdom","Mathematical Institute, University of Oxford, Oxford, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-1166-5329","affiliations":[{"raw_affiliation_string":"Alan Turing Institute in London, London, United Kingdom","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"Mathematical Institute, University of Oxford, Oxford, United Kingdom","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054156831","display_name":"Andreas Grammenos","orcid":"https://orcid.org/0000-0002-2525-5101"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I4210128584","display_name":"The Alan Turing Institute","ror":"https://ror.org/035dkdb55","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210128584"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andreas Grammenos","raw_affiliation_strings":["Alan Turing Institute in London, London, United Kingdom","Department of Computer Science, University of Cambridge, Cambridge, United Kingdom"],"raw_orcid":"https://orcid.org/0000-0002-2525-5101","affiliations":[{"raw_affiliation_string":"Alan Turing Institute in London, London, United Kingdom","institution_ids":["https://openalex.org/I4210128584"]},{"raw_affiliation_string":"Department of Computer Science, University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4948,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.79584037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"42","issue":"11","first_page":"2901","last_page":"2911"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9993000030517578,"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/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7122089266777039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6935132741928101},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.633945107460022},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.6133869290351868},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5970942974090576},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5858411192893982},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5585336685180664},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5379766225814819},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5332279801368713},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.49483340978622437},{"id":"https://openalex.org/keywords/principal","display_name":"Principal (computer security)","score":0.43850693106651306},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.43185606598854065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34827446937561035},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23895490169525146}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7122089266777039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6935132741928101},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.633945107460022},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6133869290351868},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5970942974090576},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5858411192893982},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5585336685180664},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5379766225814819},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5332279801368713},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.49483340978622437},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.43850693106651306},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.43185606598854065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34827446937561035},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23895490169525146},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/tpami.2019.2919597","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2019.2919597","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:31150336","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31150336","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on pattern analysis and machine intelligence","raw_type":null},{"id":"pmh:oai:arXiv.org:1806.01304","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.01304","pdf_url":"https://arxiv.org/pdf/1806.01304","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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:doi:10.34657/15896","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Report"},{"id":"pmh:oai:infoscience.epfl.ch:281004","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/281004","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"research article"},{"id":"pmh:oai:ora.ox.ac.uk:uuid:7fc8e770-fbd0-4dcb-be7e-5823b4b691a9","is_oa":false,"landing_page_url":"https://ora.ox.ac.uk/objects/uuid:7fc8e770-fbd0-4dcb-be7e-5823b4b691a9","pdf_url":null,"source":{"id":"https://openalex.org/S4306402636","display_name":"Oxford University Research Archive (ORA) (University of Oxford)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40120149","host_organization_name":"University of Oxford","host_organization_lineage":["https://openalex.org/I40120149"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Symplectic Elements at Oxford","raw_type":"Journal article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1806.01304","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1806.01304","pdf_url":"https://arxiv.org/pdf/1806.01304","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1358661376","display_name":null,"funder_award_id":"TU/C/000003","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G4072067573","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G4500485203","display_name":"The Alan Turing Institute","funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":95,"referenced_works":["https://openalex.org/W56210758","https://openalex.org/W203899762","https://openalex.org/W588139629","https://openalex.org/W766589415","https://openalex.org/W1485437584","https://openalex.org/W1520752838","https://openalex.org/W1546851689","https://openalex.org/W1554944419","https://openalex.org/W1564660545","https://openalex.org/W1574269637","https://openalex.org/W1612884251","https://openalex.org/W1824835911","https://openalex.org/W2004026774","https://openalex.org/W2010464263","https://openalex.org/W2032291279","https://openalex.org/W2046164006","https://openalex.org/W2050583479","https://openalex.org/W2063588877","https://openalex.org/W2064980127","https://openalex.org/W2094644779","https://openalex.org/W2097995023","https://openalex.org/W2103633133","https://openalex.org/W2107757493","https://openalex.org/W2110121428","https://openalex.org/W2116195245","https://openalex.org/W2125027820","https://openalex.org/W2131329059","https://openalex.org/W2131556788","https://openalex.org/W2133884101","https://openalex.org/W2134432876","https://openalex.org/W2150026392","https://openalex.org/W2154249783","https://openalex.org/W2162654459","https://openalex.org/W2166581276","https://openalex.org/W2169945149","https://openalex.org/W2233419371","https://openalex.org/W2268674159","https://openalex.org/W2270314036","https://openalex.org/W2272817427","https://openalex.org/W2333315597","https://openalex.org/W2550752607","https://openalex.org/W2555690212","https://openalex.org/W2568570541","https://openalex.org/W2571652280","https://openalex.org/W2585405702","https://openalex.org/W2611328865","https://openalex.org/W2616038372","https://openalex.org/W2723797911","https://openalex.org/W2766447094","https://openalex.org/W2784223480","https://openalex.org/W2791755506","https://openalex.org/W2804671309","https://openalex.org/W2804931894","https://openalex.org/W2949971160","https://openalex.org/W2950082039","https://openalex.org/W2950082499","https://openalex.org/W2962834831","https://openalex.org/W2962976886","https://openalex.org/W2963391443","https://openalex.org/W2963600109","https://openalex.org/W2963846952","https://openalex.org/W2963867975","https://openalex.org/W2963937718","https://openalex.org/W2963979747","https://openalex.org/W2964321615","https://openalex.org/W2965497096","https://openalex.org/W2973750079","https://openalex.org/W3004269604","https://openalex.org/W3101791281","https://openalex.org/W3113951505","https://openalex.org/W4231997794","https://openalex.org/W4235926321","https://openalex.org/W4293376378","https://openalex.org/W4294166991","https://openalex.org/W4295111761","https://openalex.org/W4295184694","https://openalex.org/W4297814607","https://openalex.org/W4300713076","https://openalex.org/W6622480573","https://openalex.org/W6636339257","https://openalex.org/W6666417693","https://openalex.org/W6676047094","https://openalex.org/W6677189097","https://openalex.org/W6678151125","https://openalex.org/W6681872947","https://openalex.org/W6684710191","https://openalex.org/W6695768178","https://openalex.org/W6702811211","https://openalex.org/W6731845401","https://openalex.org/W6740285172","https://openalex.org/W6745308681","https://openalex.org/W6747897540","https://openalex.org/W6749059823","https://openalex.org/W6751709050","https://openalex.org/W6752107987"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W3125756894","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241"],"abstract_inverted_index":{"This":[0,94,128],"paper":[1],"introduces":[2],"Memory-limited":[3],"Online":[4],"Subspace":[5],"Estimation":[6],"Scheme":[7],"(MOSES)":[8],"for":[9,141],"both":[10,163],"estimating":[11],"the":[12,31,63,77,111,122,142,153,156],"principal":[13,60],"components":[14,61],"of":[15,58,62,88,115,125,155],"streaming":[16],"data":[17,32,64],"and":[18,44,70,165],"reducing":[19],"its":[20,73],"dimension.":[21,74],"More":[22],"specifically,":[23],"in":[24,97,158],"various":[25],"applications":[26],"such":[27,50],"as":[28,137],"sensor":[29],"networks,":[30],"vectors":[33],"are":[34],"presented":[35],"sequentially":[36],"to":[37,49,84,101,133],"a":[38,55,105],"user":[39],"who":[40],"has":[41,66,118],"limited":[42],"storage":[43],"processing":[45],"time":[46],"available.":[47],"Applied":[48],"problems,":[51],"MOSES":[52,75,103,136,150],"can":[53],"provide":[54],"running":[56],"estimate":[57],"leading":[59],"that":[65,149],"arrived":[67],"so":[68],"far":[69],"also":[71,130],"reduce":[72],"generalises":[76],"popular":[78],"incremental":[79],"Singular":[80],"Vale":[81],"Decomposition":[82],"(iSVD)":[83],"handle":[85],"thin":[86],"blocks":[87],"data,":[89],"rather":[90],"than":[91],"just":[92],"vectors.":[93],"minor":[95],"generalisation":[96,129],"part":[98],"allows":[99],"us":[100,132],"complement":[102],"with":[104,162],"comprehensive":[106],"statistical":[107],"analysis,":[108],"thus":[109],"providing":[110],"first":[112],"theoretically-sound":[113],"variant":[114],"iSVD,":[116],"which":[117],"been":[119],"lacking":[120],"despite":[121],"empirical":[123],"success":[124],"this":[126],"method.":[127],"enables":[131],"concretely":[134],"interpret":[135],"an":[138],"approximate":[139],"solver":[140],"underlying":[143],"non-convex":[144],"optimisation":[145],"program.":[146],"We":[147],"find":[148],"consistently":[151],"surpasses":[152],"state":[154],"art":[157],"our":[159],"numerical":[160],"experiments":[161],"synthetic":[164],"real-world":[166],"datasets,":[167],"while":[168],"being":[169],"computationally":[170],"inexpensive.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}