{"id":"https://openalex.org/W3180388602","doi":"https://doi.org/10.1007/978-3-030-96498-6_1","title":"Randomized Multilevel Monte Carlo for Embarrassingly Parallel Inference","display_name":"Randomized Multilevel Monte Carlo for Embarrassingly Parallel Inference","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3180388602","doi":"https://doi.org/10.1007/978-3-030-96498-6_1","mag":"3180388602"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-96498-6_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96498-6_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10754/670196","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047259277","display_name":"Ajay Jasra","orcid":"https://orcid.org/0000-0003-4808-9131"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Ajay Jasra","raw_affiliation_strings":["Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, 23955, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, 23955, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053058869","display_name":"Kody J. H. Law","orcid":"https://orcid.org/0000-0003-3133-2537"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kody J. H. Law","raw_affiliation_strings":["Department of Mathematics, University of Manchester, Manchester, M13 9PL, UK"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Manchester, Manchester, M13 9PL, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035147916","display_name":"Alexander O. Tarakanov","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexander Tarakanov","raw_affiliation_strings":["Department of Mathematics, University of Manchester, Manchester, M13 9PL, UK"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Manchester, Manchester, M13 9PL, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101872978","display_name":"Fangyuan Yu","orcid":"https://orcid.org/0000-0001-7724-1628"},"institutions":[{"id":"https://openalex.org/I71920554","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38","country_code":"SA","type":"education","lineage":["https://openalex.org/I71920554"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fangyuan Yu","raw_affiliation_strings":["Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, 23955, Kingdom of Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology, Thuwal, 23955, Kingdom of Saudi Arabia","institution_ids":["https://openalex.org/I71920554"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047259277"],"corresponding_institution_ids":["https://openalex.org/I71920554"],"apc_list":null,"apc_paid":null,"fwci":2.3704,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87030303,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"21"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"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/T12404","display_name":"Mathematical Approximation and Integration","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6898796558380127},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5365884900093079},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5316463112831116},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4662662148475647},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.42457273602485657},{"id":"https://openalex.org/keywords/markov-chain-monte-carlo","display_name":"Markov chain Monte Carlo","score":0.4210963249206543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41794806718826294},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.4122006297111511},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.38739335536956787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.366299033164978},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2025308609008789},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.12519443035125732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6898796558380127},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5365884900093079},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5316463112831116},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4662662148475647},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.42457273602485657},{"id":"https://openalex.org/C111350023","wikidata":"https://www.wikidata.org/wiki/Q1191869","display_name":"Markov chain Monte Carlo","level":3,"score":0.4210963249206543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41794806718826294},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.4122006297111511},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.38739335536956787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.366299033164978},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2025308609008789},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.12519443035125732},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-96498-6_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-96498-6_1","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:repository.kaust.edu.sa:10754/670196","is_oa":true,"landing_page_url":"http://hdl.handle.net/10754/670196","pdf_url":"http://hdl.handle.net/10754/670196","source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":{"id":"pmh:oai:repository.kaust.edu.sa:10754/670196","is_oa":true,"landing_page_url":"http://hdl.handle.net/10754/670196","pdf_url":"http://hdl.handle.net/10754/670196","source":{"id":"https://openalex.org/S4306401596","display_name":"King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71920554","host_organization_name":"King Abdullah University of Science and Technology","host_organization_lineage":["https://openalex.org/I71920554"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1633672591","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3855435662","display_name":null,"funder_award_id":"N510129","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G4072067573","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320313467","funder_display_name":"Alan Turing Institute"},{"id":"https://openalex.org/G444630160","display_name":null,"funder_award_id":"EP/N510129/","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4500485203","display_name":"The Alan Turing Institute","funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8597009950","display_name":null,"funder_award_id":"EP/N510129/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320313467","display_name":"Alan Turing Institute","ror":"https://ror.org/035dkdb55"},{"id":"https://openalex.org/F4320322320","display_name":"King Abdullah University of Science and Technology","ror":"https://ror.org/01q3tbs38"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3180388602.pdf","grobid_xml":"https://content.openalex.org/works/W3180388602.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W196162695","https://openalex.org/W1499021337","https://openalex.org/W1503398984","https://openalex.org/W1512208174","https://openalex.org/W1516111018","https://openalex.org/W1595193945","https://openalex.org/W1663973292","https://openalex.org/W1746819321","https://openalex.org/W1835030294","https://openalex.org/W1925297253","https://openalex.org/W1941377048","https://openalex.org/W1963049518","https://openalex.org/W1970476229","https://openalex.org/W1999174665","https://openalex.org/W2014945091","https://openalex.org/W2051203581","https://openalex.org/W2074711122","https://openalex.org/W2104156750","https://openalex.org/W2114449404","https://openalex.org/W2136037939","https://openalex.org/W2139823104","https://openalex.org/W2143117649","https://openalex.org/W2144898279","https://openalex.org/W2149498546","https://openalex.org/W2151084831","https://openalex.org/W2163715525","https://openalex.org/W2225156818","https://openalex.org/W2275145915","https://openalex.org/W2581269882","https://openalex.org/W2603909564","https://openalex.org/W2604628777","https://openalex.org/W2811395263","https://openalex.org/W2883751584","https://openalex.org/W2915854813","https://openalex.org/W2934526567","https://openalex.org/W2962749494","https://openalex.org/W2963292708","https://openalex.org/W2963298797","https://openalex.org/W2963412251","https://openalex.org/W2963868836","https://openalex.org/W2964169278","https://openalex.org/W3005130686","https://openalex.org/W3009135338","https://openalex.org/W3022264239","https://openalex.org/W3033844458","https://openalex.org/W3097787433","https://openalex.org/W3101380508","https://openalex.org/W3102699604","https://openalex.org/W3128651587","https://openalex.org/W3129284405","https://openalex.org/W3155455898","https://openalex.org/W3169236455","https://openalex.org/W3204708751","https://openalex.org/W4205634890","https://openalex.org/W4211049957","https://openalex.org/W4212863985","https://openalex.org/W4233487859","https://openalex.org/W4245232001","https://openalex.org/W6630675009"],"related_works":["https://openalex.org/W2963058055","https://openalex.org/W981988864","https://openalex.org/W4324301514","https://openalex.org/W2044420251","https://openalex.org/W4366999323","https://openalex.org/W2039637073","https://openalex.org/W1513280753","https://openalex.org/W3004547119","https://openalex.org/W4287870652","https://openalex.org/W3034669169"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
