{"id":"https://openalex.org/W2991643983","doi":"https://doi.org/10.1117/12.2565038","title":"Solving machine learning optimization problems using quantum computers","display_name":"Solving machine learning optimization problems using quantum computers","publication_year":2020,"publication_date":"2020-04-22","ids":{"openalex":"https://openalex.org/W2991643983","doi":"https://doi.org/10.1117/12.2565038","mag":"2991643983"},"language":"en","primary_location":{"id":"doi:10.1117/12.2565038","doi":"https://doi.org/10.1117/12.2565038","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2565038","pdf_url":null,"source":{"id":"https://openalex.org/S7407115148","display_name":"Disruptive Technologies in Information Sciences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Disruptive Technologies in Information Sciences IV","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1911.08587","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027071723","display_name":"Venkat R. Dasari","orcid":"https://orcid.org/0000-0001-9795-6567","observed_orcids":["https://orcid.org/0000-0001-9795-6567"]},"institutions":[{"id":"https://openalex.org/I166416128","display_name":"DEVCOM Army Research Laboratory","ror":"https://ror.org/011hc8f90","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I166416128","https://openalex.org/I2802705668","https://openalex.org/I4210154437"]},{"id":"https://openalex.org/I4210088792","display_name":"United States Army","ror":"https://ror.org/00afsp483","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I4210088792"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Venkat Dasari","raw_affiliation_strings":["U.S. Army Research Lab. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Army Research Lab. (United States)","institution_ids":["https://openalex.org/I166416128","https://openalex.org/I4210088792"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064859862","display_name":"Mee Seong Im","orcid":"https://orcid.org/0000-0003-1587-9145","observed_orcids":["https://orcid.org/0000-0003-1587-9145"]},"institutions":[{"id":"https://openalex.org/I192545095","display_name":"United States Military Academy","ror":"https://ror.org/01jepya76","country_code":"US","type":"education","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I192545095","https://openalex.org/I4210088792"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mee Seong Im","raw_affiliation_strings":["U.S. Military Academy (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"U.S. Military Academy (United States)","institution_ids":["https://openalex.org/I192545095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033168795","display_name":"Lubjana Beshaj","orcid":"https://orcid.org/0000-0002-4380-7483","observed_orcids":["https://orcid.org/0000-0002-4380-7483"]},"institutions":[{"id":"https://openalex.org/I4405254030","display_name":"Army Cyber Institute at West Point","ror":"https://ror.org/01b61x679","country_code":"US","type":"government","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I192545095","https://openalex.org/I4210088792","https://openalex.org/I4405254030"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lubjana Beshaj","raw_affiliation_strings":["Army Cyber Institute (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Army Cyber Institute (United States)","institution_ids":["https://openalex.org/I4405254030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3199,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.53991959,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"16","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":1.0,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":1.0,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.0,"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/quantum-machine-learning","display_name":"quantum machine learning","score":0.8859999775886536},{"id":"https://openalex.org/keywords/quantum-parallelism","display_name":"quantum parallelism","score":0.9570000171661377},{"id":"https://openalex.org/keywords/optimization-algorithms","display_name":"optimization algorithms","score":0.7419999837875366},{"id":"https://openalex.org/keywords/quantum-computing","display_name":"quantum computing","score":0.6909999847412109},{"id":"https://openalex.org/keywords/image-tracking","display_name":"image tracking","score":0.46799999475479126},{"id":"https://openalex.org/keywords/object-identification","display_name":"object identification","score":0.9549999833106995},{"id":"https://openalex.org/keywords/mathematical-model","display_name":"mathematical model","score":0.37700000405311584}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.792497992515564},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7602012157440186},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.6921402812004089},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.6633248329162598},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.6034371852874756},{"id":"https://openalex.org/C61483411","wikidata":"https://www.wikidata.org/wiki/Q3124522","display_name":"Data parallelism","level":3,"score":0.5294990539550781},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4823122024536133},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.4608881175518036},{"id":"https://openalex.org/C140763907","wikidata":"https://www.wikidata.org/wiki/Q2714055","display_name":"Instruction-level parallelism","level":3,"score":0.4486876428127289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3960346579551697},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3358965218067169},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32428181171417236},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1117/12.2565038","doi":"https://doi.org/10.1117/12.2565038","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2565038","pdf_url":null,"source":{"id":"https://openalex.org/S7407115148","display_name":"Disruptive Technologies in Information Sciences","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Disruptive Technologies in Information Sciences IV","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1911.08587","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.08587","pdf_url":"https://arxiv.org/pdf/1911.08587","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"mag:2991643983","doi":null,"is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/1911.08587","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.1911.08587","doi":"https://doi.org/10.48550/arxiv.1911.08587","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1911.08587","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1911.08587","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1911.08587","pdf_url":"https://arxiv.org/pdf/1911.08587","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2991643983.pdf","grobid_xml":"https://content.openalex.org/works/W2991643983.grobid-xml"},"referenced_works_count":11,"referenced_works":["https://openalex.org/W1569000027","https://openalex.org/W1631356911","https://openalex.org/W1832693441","https://openalex.org/W1993248778","https://openalex.org/W2005708641","https://openalex.org/W2111390870","https://openalex.org/W2133892930","https://openalex.org/W2163036762","https://openalex.org/W2219150009","https://openalex.org/W2804189455","https://openalex.org/W3104599990"],"related_works":["https://openalex.org/W4213036106","https://openalex.org/W3121070590","https://openalex.org/W7081443869","https://openalex.org/W4285480028","https://openalex.org/W7208791704","https://openalex.org/W7167526837","https://openalex.org/W4303986923","https://openalex.org/W7213425336","https://openalex.org/W4200592714","https://openalex.org/W7203762234"],"abstract_inverted_index":{"Classical":[0],"optimization":[1],"algorithms":[2],"in":[3,77],"machine":[4,37,52,59],"learning":[5,38,53,60],"often":[6],"take":[7],"a":[8,16,21,32,42,65],"long":[9],"time":[10,71],"to":[11,15,34,46,50,64],"compute":[12],"when":[13],"applied":[14],"multi-dimensional":[17],"problem":[18],"and":[19,26,61],"require":[20],"huge":[22],"amount":[23],"of":[24],"CPU":[25],"GPU":[27],"resource.":[28],"Quantum":[29],"parallelism":[30,49,63],"has":[31],"potential":[33],"speed":[35,76],"up":[36],"algorithms.":[39,54],"We":[40,55],"describe":[41],"generic":[43],"mathematical":[44],"model":[45],"leverage":[47],"quantum":[48,58,62],"speed-up":[51],"also":[56],"apply":[57],"3-dimensional":[66],"image":[67],"that":[68],"vary":[69],"with":[70],"as":[72,74],"well":[73],"tracking":[75],"object":[78],"identification.":[79]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2019-12-05T00:00:00"}
