{"id":"https://openalex.org/W4309374366","doi":"https://doi.org/10.1109/smc53654.2022.9945080","title":"CNAS: Constrained Neural Architecture Search","display_name":"CNAS: Constrained Neural Architecture Search","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4309374366","doi":"https://doi.org/10.1109/smc53654.2022.9945080"},"language":"en","primary_location":{"id":"doi:10.1109/smc53654.2022.9945080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945080","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/11311/1232953","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008809497","display_name":"Matteo Gambella","orcid":"https://orcid.org/0000-0001-9734-670X"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Matteo Gambella","raw_affiliation_strings":["Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milano,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080950812","display_name":"Alessandro Falcetta","orcid":"https://orcid.org/0000-0003-0460-1690"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Falcetta","raw_affiliation_strings":["Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milano,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035547226","display_name":"Manuel Roveri","orcid":"https://orcid.org/0000-0001-7828-7687"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuel Roveri","raw_affiliation_strings":["Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milano,Italy","Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informazione e Bioingegneria, Politecnico di Milano,Dipartimento di Elettronica,Milano,Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":1.0121,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.78628432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2918","last_page":"2923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9991999864578247,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9991999864578247,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9987999796867371,"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":0.9987000226974487,"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":0.7798210382461548},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6850106716156006},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.6490930318832397},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6295310854911804},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.601581871509552},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.49557173252105713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4530479907989502},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4362521171569824},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.3598752021789551},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10866084694862366}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7798210382461548},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6850106716156006},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.6490930318832397},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6295310854911804},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.601581871509552},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.49557173252105713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4530479907989502},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4362521171569824},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.3598752021789551},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10866084694862366},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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":2,"locations":[{"id":"doi:10.1109/smc53654.2022.9945080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945080","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1232953","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1232953","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:re.public.polimi.it:11311/1232953","is_oa":true,"landing_page_url":"https://hdl.handle.net/11311/1232953","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1877183374","https://openalex.org/W2108598243","https://openalex.org/W2126105956","https://openalex.org/W2194775991","https://openalex.org/W2609848772","https://openalex.org/W2789876780","https://openalex.org/W2897925395","https://openalex.org/W2919115771","https://openalex.org/W2954826798","https://openalex.org/W2955425717","https://openalex.org/W2963397674","https://openalex.org/W2963821229","https://openalex.org/W2964259004","https://openalex.org/W2966284335","https://openalex.org/W2980137827","https://openalex.org/W2982083293","https://openalex.org/W2994749257","https://openalex.org/W2997471409","https://openalex.org/W3024880312","https://openalex.org/W3032945613","https://openalex.org/W3034230425","https://openalex.org/W3034528892","https://openalex.org/W3035903835","https://openalex.org/W3107599876","https://openalex.org/W3118608800","https://openalex.org/W3132181965","https://openalex.org/W3139445856","https://openalex.org/W3159778524","https://openalex.org/W3160945783","https://openalex.org/W3171964719","https://openalex.org/W4200632316","https://openalex.org/W4239181501","https://openalex.org/W4285792693","https://openalex.org/W4297778814","https://openalex.org/W4385245566","https://openalex.org/W6739901393","https://openalex.org/W6745728296","https://openalex.org/W6756887525","https://openalex.org/W6762718338","https://openalex.org/W6767064347","https://openalex.org/W6779008929","https://openalex.org/W6781330770","https://openalex.org/W6787972765","https://openalex.org/W6791089053","https://openalex.org/W6791110730","https://openalex.org/W6795062860","https://openalex.org/W6805336150"],"related_works":["https://openalex.org/W2539930818","https://openalex.org/W3012147850","https://openalex.org/W4313300189","https://openalex.org/W2949835517","https://openalex.org/W2625655658","https://openalex.org/W2403663234","https://openalex.org/W2129292245","https://openalex.org/W4288804202","https://openalex.org/W2911298733","https://openalex.org/W4317178672"],"abstract_inverted_index":{"Neural":[0],"Architecture":[1],"Search":[2],"(NAS)":[3],"paves":[4],"the":[5,8,29,35,39,55,58,72,82,91,97,132],"way":[6],"for":[7,34],"automatic":[9],"definition":[10],"of":[11,57,74,96],"neural":[12,60,83,99,133],"networks":[13],"architectures.":[14],"The":[15],"research":[16],"interest":[17],"in":[18,28,38,81,131],"this":[19],"field":[20],"is":[21,64],"steadily":[22],"growing":[23],"with":[24,114],"several":[25],"solutions":[26],"available":[27],"literature.":[30],"This":[31],"study":[32],"introduces,":[33],"first":[36],"time":[37],"literature,":[40],"a":[41],"NAS":[42,46],"solution,":[43],"called":[44],"Constrained":[45],"(CNAS),":[47],"able":[48,65],"to":[49,66,106],"take":[50],"into":[51],"account":[52],"constraints":[53,70,87,89,128],"on":[54,90],"search":[56],"designed":[59,98],"architecture.":[61],"Specifically,":[62],"CNAS":[63,101],"consider":[67],"both":[68],"functional":[69,125],"(i.e.,":[71,88],"type":[73],"operations":[75],"that":[76],"can":[77],"be":[78],"carried":[79],"out":[80],"network)":[84],"and":[85,93,110,120,126],"technological":[86,127],"computational":[92],"memory":[94],"demand":[95],"network).":[100],"has":[102],"been":[103],"successfully":[104],"applied":[105],"Tiny":[107],"Machine":[108],"Learning":[109,113],"Privacy-Preserving":[111],"Deep":[112],"Homomorphic":[115],"Encryption":[116],"being":[117],"two":[118],"relevant":[119,130],"challenging":[121],"application":[122],"scenarios":[123],"where":[124],"are":[129],"network":[134],"search.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}