{"id":"https://openalex.org/W4410302895","doi":"https://doi.org/10.22331/q-2025-05-12-1739","title":"Learning Quantum Processes with Quantum Statistical Queries","display_name":"Learning Quantum Processes with Quantum Statistical Queries","publication_year":2025,"publication_date":"2025-05-12","ids":{"openalex":"https://openalex.org/W4410302895","doi":"https://doi.org/10.22331/q-2025-05-12-1739"},"language":"en","primary_location":{"id":"doi:10.22331/q-2025-05-12-1739","is_oa":true,"landing_page_url":"https://doi.org/10.22331/q-2025-05-12-1739","pdf_url":"https://quantum-journal.org/papers/q-2025-05-12-1739/pdf/","source":{"id":"https://openalex.org/S4210226432","display_name":"Quantum","issn_l":"2521-327X","issn":["2521-327X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317900","host_organization_name":"Verein zur F\u00f6rderung des Open Access Publizierens in den Quantenwissenschaften","host_organization_lineage":["https://openalex.org/P4310317900"],"host_organization_lineage_names":["Verein zur F\u00f6rderung des Open Access Publizierens in den Quantenwissenschaften"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://quantum-journal.org/papers/q-2025-05-12-1739/pdf/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039605151","display_name":"Chirag Wadhwa","orcid":"https://orcid.org/0000-0002-4711-3534"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chirag Wadhwa","raw_affiliation_strings":["School of Informatics, University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000150396","display_name":"Mina Doosti","orcid":"https://orcid.org/0000-0003-0920-335X"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mina Doosti","raw_affiliation_strings":["School of Informatics, University of Edinburgh, Edinburgh, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh, Edinburgh, United Kingdom","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":200,"currency":"EUR","value_usd":215},"apc_paid":{"value":200,"currency":"EUR","value_usd":215},"fwci":5.2763,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.95040184,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"9","issue":null,"first_page":"1739","last_page":"1739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9984999895095825,"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":0.9984999895095825,"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/T10020","display_name":"Quantum Information and Cryptography","score":0.9958000183105469,"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/T10622","display_name":"Quantum Mechanics and Applications","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5569493770599365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40636980533599854},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.24282929301261902},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.22333058714866638}],"concepts":[{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5569493770599365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40636980533599854},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.24282929301261902},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.22333058714866638}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.22331/q-2025-05-12-1739","is_oa":true,"landing_page_url":"https://doi.org/10.22331/q-2025-05-12-1739","pdf_url":"https://quantum-journal.org/papers/q-2025-05-12-1739/pdf/","source":{"id":"https://openalex.org/S4210226432","display_name":"Quantum","issn_l":"2521-327X","issn":["2521-327X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317900","host_organization_name":"Verein zur F\u00f6rderung des Open Access Publizierens in den Quantenwissenschaften","host_organization_lineage":["https://openalex.org/P4310317900"],"host_organization_lineage_names":["Verein zur F\u00f6rderung des Open Access Publizierens in den Quantenwissenschaften"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum","raw_type":"journal-article"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/3b14acb7-22c5-4b37-ba54-174e00d85fe7","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/3b14acb7-22c5-4b37-ba54-174e00d85fe7","pdf_url":"https://www.research.ed.ac.uk/files/660039156/WadhwaDoostiQuantum2025LearningQuantumProcesses.pdf","source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wadhwa, C & Doosti, M 2025, 'Learning quantum processes with quantum statistical queries', Quantum, vol. 9, pp. 1-32. https://doi.org/10.22331/q-2025-05-12-1739","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:86a68642bde04198b565f76946dab38e","is_oa":true,"landing_page_url":"https://doaj.org/article/86a68642bde04198b565f76946dab38e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Quantum, Vol 9, p 1739 (2025)","raw_type":"article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/3b14acb7-22c5-4b37-ba54-174e00d85fe7","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11820/3b14acb7-22c5-4b37-ba54-174e00d85fe7","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Wadhwa, C & Doosti, M 2025, 'Learning quantum processes with quantum statistical queries', Quantum, vol. 9, pp. 1-32. https://doi.org/10.22331/q-2025-05-12-1739","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.22331/q-2025-05-12-1739","is_oa":true,"landing_page_url":"https://doi.org/10.22331/q-2025-05-12-1739","pdf_url":"https://quantum-journal.org/papers/q-2025-05-12-1739/pdf/","source":{"id":"https://openalex.org/S4210226432","display_name":"Quantum","issn_l":"2521-327X","issn":["2521-327X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317900","host_organization_name":"Verein zur F\u00f6rderung des Open Access Publizierens in den Quantenwissenschaften","host_organization_lineage":["https://openalex.org/P4310317900"],"host_organization_lineage_names":["Verein zur F\u00f6rderung des Open Access Publizierens in den Quantenwissenschaften"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Quantum","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8995634083","display_name":null,"funder_award_id":"EP/X026167/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410302895.pdf","grobid_xml":"https://content.openalex.org/works/W4410302895.grobid-xml"},"referenced_works_count":74,"referenced_works":["https://openalex.org/W1944079109","https://openalex.org/W1988974364","https://openalex.org/W1995897489","https://openalex.org/W2000171858","https://openalex.org/W2009155360","https://openalex.org/W2015811642","https://openalex.org/W2021732294","https://openalex.org/W2041555840","https://openalex.org/W2064517571","https://openalex.org/W2080284304","https://openalex.org/W2085208370","https://openalex.org/W2116374153","https://openalex.org/W2124466982","https://openalex.org/W2130351941","https://openalex.org/W2138344304","https://openalex.org/W2169212403","https://openalex.org/W2192515608","https://openalex.org/W2281849010","https://openalex.org/W2284942299","https://openalex.org/W2403061052","https://openalex.org/W2496851392","https://openalex.org/W2580838454","https://openalex.org/W2583795980","https://openalex.org/W2593446182","https://openalex.org/W2749093550","https://openalex.org/W2755962017","https://openalex.org/W2921257492","https://openalex.org/W2946062220","https://openalex.org/W2954369586","https://openalex.org/W2963956175","https://openalex.org/W2964038092","https://openalex.org/W2965632114","https://openalex.org/W2977471006","https://openalex.org/W2997773192","https://openalex.org/W3006823398","https://openalex.org/W3012697779","https://openalex.org/W3018348740","https://openalex.org/W3020405832","https://openalex.org/W3033025150","https://openalex.org/W3037811760","https://openalex.org/W3093493500","https://openalex.org/W3099666103","https://openalex.org/W3103870741","https://openalex.org/W3104978482","https://openalex.org/W3105820062","https://openalex.org/W3111056230","https://openalex.org/W3119636101","https://openalex.org/W3124021753","https://openalex.org/W3127306794","https://openalex.org/W3128439118","https://openalex.org/W3137962867","https://openalex.org/W3153074989","https://openalex.org/W3173686119","https://openalex.org/W3202952713","https://openalex.org/W3204951124","https://openalex.org/W3211386740","https://openalex.org/W3214111496","https://openalex.org/W4213382306","https://openalex.org/W4238893454","https://openalex.org/W4248299552","https://openalex.org/W4283380647","https://openalex.org/W4287165452","https://openalex.org/W4296794220","https://openalex.org/W4310576936","https://openalex.org/W4362691510","https://openalex.org/W4380136184","https://openalex.org/W4380488864","https://openalex.org/W4389377934","https://openalex.org/W4390098448","https://openalex.org/W4396745888","https://openalex.org/W4399292282","https://openalex.org/W4399521567","https://openalex.org/W4400078986","https://openalex.org/W4400985662"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"this":[1,23],"work,":[2],"we":[3,43,69,101],"initiate":[4],"the":[5,41,59,67,103],"study":[6],"of":[7,29,61,79,106],"learning":[8,20,77,88,113],"quantum":[9,12,30,133],"processes":[10,31],"from":[11],"statistical":[13],"queries.":[14],"We":[15,81],"focus":[16],"on":[17],"two":[18],"fundamental":[19],"tasks":[21],"in":[22,132],"new":[24],"access":[25,108],"model:":[26],"shadow":[27],"tomography":[28,34],"and":[32,91],"process":[33],"with":[35,50,56],"respect":[36,57],"to":[37,58,63,115],"diamond":[38],"distance.":[39],"For":[40,66],"former,":[42],"present":[44,70],"an":[45,83,117,128],"efficient":[46],"average-case":[47,71],"algorithm":[48,114],"along":[49],"a":[51,92],"nearly":[52],"matching":[53],"lower":[54,74,85,95],"bound":[55,86,96],"number":[60],"observables":[62],"be":[64],"predicted.":[65],"latter,":[68],"query":[72],"complexity":[73],"bounds":[75],"for":[76,87,97],"classes":[78],"unitaries.":[80,99],"obtain":[82],"exponential":[84,94],"unitary":[89],"2-designs":[90],"doubly":[93],"Haar-random":[98],"Finally,":[100],"demonstrate":[102],"practical":[104],"relevance":[105],"our":[107,112],"model":[109],"by":[110],"applying":[111],"attack":[116],"authentication":[118],"protocol":[119],"using":[120],"Classical-Readout":[121],"Quantum":[122],"Physically":[123],"Unclonable":[124],"Functions,":[125],"partially":[126],"addressing":[127],"important":[129],"open":[130],"question":[131],"hardware":[134],"security.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}