{"id":"https://openalex.org/W4402352792","doi":"https://doi.org/10.1109/ijcnn60899.2024.10651157","title":"Factorized models in neural architecture search: Impact on computational costs and performance","display_name":"Factorized models in neural architecture search: Impact on computational costs and performance","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402352792","doi":"https://doi.org/10.1109/ijcnn60899.2024.10651157"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10651157","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10651157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5055881376","display_name":"Unai Garciarena","orcid":"https://orcid.org/0000-0003-2425-8340"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Unai Garciarena","raw_affiliation_strings":["University of the Basque Country,Intelligent Systems Group,San Sebastian,Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Intelligent Systems Group,San Sebastian,Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051966806","display_name":"Alexander Mendiburu","orcid":"https://orcid.org/0000-0002-7271-1931"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alexander Mendiburu","raw_affiliation_strings":["University of the Basque Country,Intelligent Systems Group,San Sebasti&#x00E1;n,Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Intelligent Systems Group,San Sebasti&#x00E1;n,Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034080501","display_name":"Roberto Santana","orcid":"https://orcid.org/0000-0002-1005-8535"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Santana","raw_affiliation_strings":["University of the Basque Country,Intelligent Systems Group,San Sebastian,Spain"],"affiliations":[{"raw_affiliation_string":"University of the Basque Country,Intelligent Systems Group,San Sebastian,Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5055881376"],"corresponding_institution_ids":["https://openalex.org/I169108374"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1249614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9986000061035156,"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/T10320","display_name":"Neural Networks and Applications","score":0.9976999759674072,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7133042812347412},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6757984161376953},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4513987898826599},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.44019782543182373},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39998239278793335}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7133042812347412},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6757984161376953},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4513987898826599},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.44019782543182373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39998239278793335},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10651157","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcnn60899.2024.10651157","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W569478347","https://openalex.org/W1560047216","https://openalex.org/W1692958259","https://openalex.org/W1975682709","https://openalex.org/W2075288505","https://openalex.org/W2099266500","https://openalex.org/W2171658832","https://openalex.org/W2401842979","https://openalex.org/W2414365832","https://openalex.org/W2571055198","https://openalex.org/W2788853733","https://openalex.org/W2913668833","https://openalex.org/W2968898024","https://openalex.org/W3082154327","https://openalex.org/W3087524380","https://openalex.org/W3094370609","https://openalex.org/W3133616518","https://openalex.org/W3169212648","https://openalex.org/W3181822374","https://openalex.org/W3211422090","https://openalex.org/W4226051636","https://openalex.org/W4313413157","https://openalex.org/W4386634533","https://openalex.org/W4388135828","https://openalex.org/W4388570717","https://openalex.org/W6696418717","https://openalex.org/W6729956949","https://openalex.org/W6741333660","https://openalex.org/W6748587240","https://openalex.org/W6759402996","https://openalex.org/W6771859737","https://openalex.org/W6772912869","https://openalex.org/W6796973776","https://openalex.org/W6803621156","https://openalex.org/W6810525401","https://openalex.org/W6849292070","https://openalex.org/W6849794227"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W2038503502"],"abstract_inverted_index":{"The":[0],"current":[1],"quest":[2],"for":[3,93],"environmentally":[4],"sustainable":[5],"AI":[6],"models":[7],"has":[8],"led":[9],"to":[10,64,120],"NAS":[11,54,126],"algorithms":[12],"that":[13,102,118],"not":[14],"only":[15],"pursue":[16],"model":[17],"accuracy,":[18],"but":[19],"also":[20],"energy":[21],"efficiency":[22],"in":[23],"a":[24,85],"simultaneous":[25],"manner,":[26],"which":[27],"increases":[28],"the":[29,50,56,65,71,90,122,137],"architecture":[30],"optimization":[31],"problem":[32,42],"complexity.":[33],"In":[34],"this":[35,41],"paper,":[36],"we":[37,48,79],"aim":[38],"at":[39],"simplifying":[40],"by":[43],"using":[44],"factorization.":[45],"More":[46],"specifically,":[47],"analyze":[49],"fitness":[51],"landscapes":[52],"of":[53,58,60,70,87,89,112,125,131],"from":[55],"point":[57],"view":[59],"search":[61,77,91,107],"distributions":[62,108],"related":[63],"accuracy":[66],"and":[67,83],"computational":[68,123],"complexity":[69],"neural":[72],"network":[73],"architectures.":[74],"For":[75],"these":[76],"distributions,":[78],"extract":[80],"probability":[81,97],"factorizations":[82,132],"compute":[84],"number":[86],"descriptors":[88],"difficulty":[92],"methods":[94,117],"based":[95],"on":[96,136],"distributions.":[98],"Our":[99],"results":[100],"reveal":[101],"each":[103],"objective":[104],"can":[105,127],"induce":[106],"with":[109],"different":[110,129],"strengths":[111],"interactions":[113],"between":[114],"variables.":[115],"Therefore,":[116],"intend":[119],"optimize":[121],"cost":[124],"require":[128],"types":[130],"than":[133],"those":[134],"focused":[135],"accuracy.":[138]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
