{"id":"https://openalex.org/W2982559518","doi":"https://doi.org/10.1109/icassp40776.2020.9053849","title":"Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition","display_name":"Extrapolated Alternating Algorithms for Approximate Canonical Polyadic Decomposition","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W2982559518","doi":"https://doi.org/10.1109/icassp40776.2020.9053849","mag":"2982559518"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9053849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.archives-ouvertes.fr/hal-02330641","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069641685","display_name":"Andersen Ang","orcid":"https://orcid.org/0000-0002-8330-758X"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Andersen Man Shun Ang","raw_affiliation_strings":["Department of Mathematics and Operational Research, Universit\u00e9 de Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Operational Research, Universit\u00e9 de Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073471976","display_name":"J\u00e9r\u00e9my E. Cohen","orcid":"https://orcid.org/0000-0001-8319-8566"},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jeremy E. Cohen","raw_affiliation_strings":["CNRS, Universite de Rennes Inria, IRISA Campus de Beaulieu, Rennes, France"],"affiliations":[{"raw_affiliation_string":"CNRS, Universite de Rennes Inria, IRISA Campus de Beaulieu, Rennes, France","institution_ids":["https://openalex.org/I56067802","https://openalex.org/I2802519937","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043926494","display_name":"Le Thi Khanh Hien","orcid":"https://orcid.org/0000-0003-2532-4637"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Le Thi Khanh Hien","raw_affiliation_strings":["Department of Mathematics and Operational Research, Universit\u00e9 de Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Operational Research, Universit\u00e9 de Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040368041","display_name":"Nicolas Gillis","orcid":"https://orcid.org/0000-0001-6423-6897"},"institutions":[{"id":"https://openalex.org/I130929987","display_name":"University of Mons","ror":"https://ror.org/02qnnz951","country_code":"BE","type":"education","lineage":["https://openalex.org/I130929987"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Nicolas Gillis","raw_affiliation_strings":["Department of Mathematics and Operational Research, Universit\u00e9 de Mons, Belgium"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Operational Research, Universit\u00e9 de Mons, Belgium","institution_ids":["https://openalex.org/I130929987"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5069641685"],"corresponding_institution_ids":["https://openalex.org/I130929987"],"apc_list":null,"apc_paid":null,"fwci":0.8407,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.6675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":96},"biblio":{"volume":"16","issue":null,"first_page":"3147","last_page":"3151"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12303","display_name":"Tensor decomposition and applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational 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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":0.9348000288009644,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.930899977684021,"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/extrapolation","display_name":"Extrapolation","score":0.930020272731781},{"id":"https://openalex.org/keywords/tensor-decomposition","display_name":"Tensor decomposition","score":0.8379005193710327},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.7493212223052979},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7346132397651672},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061273813247681},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5642532110214233},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.5484219789505005},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28709807991981506},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.06039378046989441}],"concepts":[{"id":"https://openalex.org/C132459708","wikidata":"https://www.wikidata.org/wiki/Q744069","display_name":"Extrapolation","level":2,"score":0.930020272731781},{"id":"https://openalex.org/C2986737658","wikidata":"https://www.wikidata.org/wiki/Q30103009","display_name":"Tensor decomposition","level":3,"score":0.8379005193710327},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.7493212223052979},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7346132397651672},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061273813247681},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5642532110214233},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.5484219789505005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28709807991981506},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.06039378046989441},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icassp40776.2020.9053849","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9053849","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02330641v1","is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02330641","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"ICASSP","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-02330641v2","is_oa":true,"landing_page_url":"https://hal.science/hal-02330641","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"ICASSP, May 2020, Barcelone, Spain. ⟨10.1109/ICASSP40776.2020.9053849⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02330641v1","is_oa":true,"landing_page_url":"https://hal.archives-ouvertes.fr/hal-02330641","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"ICASSP","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W10350632","https://openalex.org/W1968154520","https://openalex.org/W2014617517","https://openalex.org/W2024165284","https://openalex.org/W2025603201","https://openalex.org/W2030161963","https://openalex.org/W2058236771","https://openalex.org/W2071729267","https://openalex.org/W2073382079","https://openalex.org/W2108840817","https://openalex.org/W2121739212","https://openalex.org/W2132267493","https://openalex.org/W2404400936","https://openalex.org/W2407529013","https://openalex.org/W2469230926","https://openalex.org/W2528062157","https://openalex.org/W2549127690","https://openalex.org/W2804176448","https://openalex.org/W2897622729","https://openalex.org/W2918887400","https://openalex.org/W2936995161","https://openalex.org/W2945356170","https://openalex.org/W2948680206","https://openalex.org/W3122703110","https://openalex.org/W4242209908","https://openalex.org/W6714043548","https://openalex.org/W6755078041","https://openalex.org/W6759974563","https://openalex.org/W6761030284","https://openalex.org/W6762918246","https://openalex.org/W6763645586"],"related_works":["https://openalex.org/W3088050781","https://openalex.org/W4379256054","https://openalex.org/W2093953080","https://openalex.org/W2911706637","https://openalex.org/W47805180","https://openalex.org/W3216281372","https://openalex.org/W2963838862","https://openalex.org/W2608089480","https://openalex.org/W3015641590","https://openalex.org/W2987657992"],"abstract_inverted_index":{"Tensor":[0],"decompositions":[1],"have":[2],"become":[3],"a":[4,36],"central":[5],"tool":[6],"in":[7,81],"machine":[8],"learning":[9],"to":[10],"extract":[11],"interpretable":[12],"patterns":[13],"from":[14],"multiway":[15],"arrays":[16],"of":[17,28],"data.":[18],"However,":[19],"computing":[20],"the":[21,29,72,77],"approximate":[22],"Canonical":[23],"Polyadic":[24],"Decomposition":[25],"(aCPD),":[26],"one":[27],"most":[30],"important":[31],"tensor":[32],"decomposition":[33],"model,":[34],"remains":[35],"challenge.":[37],"In":[38],"this":[39],"work,":[40],"we":[41],"propose":[42],"several":[43,59],"algorithms":[44],"based":[45],"on":[46,58],"extrapolation":[47,68],"that":[48,65],"improve":[49,71],"over":[50],"existing":[51],"alternating":[52],"methods":[53],"for":[54],"aCPD.":[55],"We":[56],"show":[57],"simulated":[60],"and":[61],"real":[62],"data":[63],"sets":[64],"carefully":[66],"designed":[67],"can":[69],"significantly":[70],"convergence":[73],"speed":[74],"hence":[75],"reduce":[76],"computational":[78],"time,":[79],"especially":[80],"difficult":[82],"scenarios.":[83]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}