{"id":"https://openalex.org/W3216084461","doi":"https://doi.org/10.1007/s11222-022-10172-5","title":"Bayesian learning via neural Schr\u00f6dinger\u2013F\u00f6llmer flows","display_name":"Bayesian learning via neural Schr\u00f6dinger\u2013F\u00f6llmer flows","publication_year":2022,"publication_date":"2022-11-23","ids":{"openalex":"https://openalex.org/W3216084461","doi":"https://doi.org/10.1007/s11222-022-10172-5","mag":"3216084461"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-022-10172-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-022-10172-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-022-10172-5.pdf","source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11222-022-10172-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101541775","display_name":"Francisco Vargas","orcid":"https://orcid.org/0000-0002-2714-3357"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Francisco Vargas","raw_affiliation_strings":["Department of Computer Science, Cambridge University, Cambridge, CB3 0FD, UK","Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK"],"raw_orcid":"https://orcid.org/0000-0002-2714-3357","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cambridge University, Cambridge, CB3 0FD, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064667003","display_name":"Andrius Ovsianas","orcid":null},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrius Ovsianas","raw_affiliation_strings":["Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","Department of Engineering, Cambridge University, Cambridge, CB2 1PZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","institution_ids":["https://openalex.org/I51601045"]},{"raw_affiliation_string":"Department of Engineering, Cambridge University, Cambridge, CB2 1PZ, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050041792","display_name":"David Fernandes","orcid":"https://orcid.org/0000-0002-1383-5117"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"David Fernandes","raw_affiliation_strings":["Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","Institute of Mathematics, University of Potsdam, 14476, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","institution_ids":["https://openalex.org/I51601045"]},{"raw_affiliation_string":"Institute of Mathematics, University of Potsdam, 14476, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045384249","display_name":"Mark Girolami","orcid":"https://orcid.org/0000-0003-3008-253X"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mark Girolami","raw_affiliation_strings":["Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","Department of Engineering, Cambridge University, Cambridge, CB2 1PZ, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","institution_ids":["https://openalex.org/I51601045"]},{"raw_affiliation_string":"Department of Engineering, Cambridge University, Cambridge, CB2 1PZ, UK","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023849469","display_name":"Neil D. Lawrence","orcid":"https://orcid.org/0000-0001-9258-1030"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil D. Lawrence","raw_affiliation_strings":["Department of Computer Science, Cambridge University, Cambridge, CB3 0FD, UK","Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Cambridge University, Cambridge, CB3 0FD, UK","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085251948","display_name":"Nikolas N\u00fcsken","orcid":"https://orcid.org/0000-0001-5415-5284"},"institutions":[{"id":"https://openalex.org/I176453806","display_name":"University of Potsdam","ror":"https://ror.org/03bnmw459","country_code":"DE","type":"education","lineage":["https://openalex.org/I176453806"]},{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["DE","GB"],"is_corresponding":false,"raw_author_name":"Nikolas N\u00fcsken","raw_affiliation_strings":["Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","Institute of Mathematics, University of Potsdam, 14476, Potsdam, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Bath, Bath, BA2 7PB, UK","institution_ids":["https://openalex.org/I51601045"]},{"raw_affiliation_string":"Institute of Mathematics, University of Potsdam, 14476, Potsdam, Germany","institution_ids":["https://openalex.org/I176453806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101541775"],"corresponding_institution_ids":["https://openalex.org/I241749","https://openalex.org/I51601045"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":{"value":2090,"currency":"EUR","value_usd":2690},"fwci":0.6937,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73923201,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"33","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9995999932289124,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9995999932289124,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9969000220298767,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/computer-science","display_name":"Computer science","score":0.573625922203064},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5690165162086487},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5356884002685547},{"id":"https://openalex.org/keywords/langevin-dynamics","display_name":"Langevin dynamics","score":0.5239615440368652},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5086866021156311},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.4964202046394348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4686927795410156},{"id":"https://openalex.org/keywords/stochastic-control","display_name":"Stochastic control","score":0.4563707411289215},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4245995581150055},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3732585310935974},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.34148234128952026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32192468643188477},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3103795349597931},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.23566466569900513},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10113713145256042},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07387000322341919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.573625922203064},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5690165162086487},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5356884002685547},{"id":"https://openalex.org/C2780004032","wikidata":"https://www.wikidata.org/wiki/Q6485978","display_name":"Langevin dynamics","level":2,"score":0.5239615440368652},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5086866021156311},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.4964202046394348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4686927795410156},{"id":"https://openalex.org/C170131372","wikidata":"https://www.wikidata.org/wiki/Q7617811","display_name":"Stochastic control","level":3,"score":0.4563707411289215},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4245995581150055},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3732585310935974},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.34148234128952026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32192468643188477},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3103795349597931},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.23566466569900513},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10113713145256042},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07387000322341919},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s11222-022-10172-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-022-10172-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-022-10172-5.pdf","source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/343635","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/343635","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":null,"raw_type":"Article"},{"id":"pmh:oai:www.repository.cam.ac.uk:1810/346539","is_oa":true,"landing_page_url":"https://www.repository.cam.ac.uk/handle/1810/346539","pdf_url":null,"source":{"id":"https://openalex.org/S4306401777","display_name":"Apollo (University of Cambridge)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I241749","host_organization_name":"University of Cambridge","host_organization_lineage":["https://openalex.org/I241749"],"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":null,"raw_type":"Article"},{"id":"doi:10.17863/cam.91061","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.91061","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.17863/cam.93955","is_oa":true,"landing_page_url":"https://doi.org/10.17863/cam.93955","pdf_url":null,"source":{"id":"https://openalex.org/S7407050737","display_name":"Apollo","issn_l":null,"issn":[],"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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1007/s11222-022-10172-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11222-022-10172-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11222-022-10172-5.pdf","source":{"id":"https://openalex.org/S5437875","display_name":"Statistics and Computing","issn_l":"0960-3174","issn":["0960-3174","1573-1375"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1295415031","display_name":null,"funder_award_id":"EP/R018413/2","funder_id":"https://openalex.org/F4320322183","funder_display_name":"Huawei Technologies"},{"id":"https://openalex.org/G1871434800","display_name":null,"funder_award_id":"EP/R034710/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3179926582","display_name":"Delivering Enhanced Through-Life Nuclear Asset Management","funder_award_id":"EP/R004889/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G3324558900","display_name":null,"funder_award_id":"EP/T000414/1","funder_id":"https://openalex.org/F4320322183","funder_display_name":"Huawei Technologies"},{"id":"https://openalex.org/G4082432500","display_name":"Inference, COmputation and Numerics for Insights into Cities (ICONIC)","funder_award_id":"EP/P020720/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G4274372172","display_name":null,"funder_award_id":"235221301","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4317490300","display_name":null,"funder_award_id":"EP/R018413/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5065040241","display_name":null,"funder_award_id":"EP/T000414/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6220502827","display_name":"Industrial CASE Account - University of Cambridge 2019","funder_award_id":"EP/T517677/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6678195701","display_name":null,"funder_award_id":"EP/P020720/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8170454068","display_name":null,"funder_award_id":"MR/R004889/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"},{"id":"https://openalex.org/G965103402","display_name":"CoSInES (COmputational Statistical INference for Engineering and Security)","funder_award_id":"EP/R034710/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320322183","display_name":"Huawei Technologies","ror":"https://ror.org/00cmhce21"},{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"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/W3216084461.pdf","grobid_xml":"https://content.openalex.org/works/W3216084461.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W83961856","https://openalex.org/W621546036","https://openalex.org/W1483307070","https://openalex.org/W1545319692","https://openalex.org/W1555683961","https://openalex.org/W1587955208","https://openalex.org/W1795258949","https://openalex.org/W1880262756","https://openalex.org/W1965573563","https://openalex.org/W1983452151","https://openalex.org/W2006690173","https://openalex.org/W2023095801","https://openalex.org/W2023369695","https://openalex.org/W2028981829","https://openalex.org/W2043496299","https://openalex.org/W2043962331","https://openalex.org/W2058425167","https://openalex.org/W2059448777","https://openalex.org/W2097211423","https://openalex.org/W2098126593","https://openalex.org/W2099471712","https://openalex.org/W2108677974","https://openalex.org/W2112796928","https://openalex.org/W2133069808","https://openalex.org/W2138309709","https://openalex.org/W2144903813","https://openalex.org/W2158131535","https://openalex.org/W2163886442","https://openalex.org/W2166851633","https://openalex.org/W2167433878","https://openalex.org/W2194775991","https://openalex.org/W2299620045","https://openalex.org/W2743472713","https://openalex.org/W2771020255","https://openalex.org/W2911294116","https://openalex.org/W2945959973","https://openalex.org/W2950596115","https://openalex.org/W2951004968","https://openalex.org/W2952677397","https://openalex.org/W2962851448","https://openalex.org/W2963035177","https://openalex.org/W2963518130","https://openalex.org/W2964212410","https://openalex.org/W2964968771","https://openalex.org/W2970971581","https://openalex.org/W2995653243","https://openalex.org/W2997177880","https://openalex.org/W3034485607","https://openalex.org/W3094415530","https://openalex.org/W3101653947","https://openalex.org/W3104914132","https://openalex.org/W3118608800","https://openalex.org/W3123819952","https://openalex.org/W3130791942","https://openalex.org/W3132413728","https://openalex.org/W3167104264","https://openalex.org/W3168195373","https://openalex.org/W3172297936","https://openalex.org/W3174811009","https://openalex.org/W3175628467","https://openalex.org/W3177150392","https://openalex.org/W3180014105","https://openalex.org/W3180106877","https://openalex.org/W3197354362","https://openalex.org/W3210196847","https://openalex.org/W3214534814","https://openalex.org/W3216280682","https://openalex.org/W4299907955","https://openalex.org/W4306409748","https://openalex.org/W6600182862","https://openalex.org/W6600310816","https://openalex.org/W6601630192","https://openalex.org/W6601977772","https://openalex.org/W6602646189","https://openalex.org/W6603054696","https://openalex.org/W6630230985","https://openalex.org/W6638674303","https://openalex.org/W6824989589"],"related_works":["https://openalex.org/W2407375987","https://openalex.org/W2505726097","https://openalex.org/W2950975704","https://openalex.org/W3049691116","https://openalex.org/W2010643158","https://openalex.org/W2106867672","https://openalex.org/W4310268968","https://openalex.org/W3081214562","https://openalex.org/W2753713401","https://openalex.org/W2053745677"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"this":[2,52],"work":[3],"we":[4,43],"explore":[5],"a":[6,25],"new":[7],"framework":[8,53],"for":[9],"approximate":[10],"Bayesian":[11],"inference":[12],"in":[13,62],"large":[14],"datasets":[15],"based":[16],"on":[17],"stochastic":[18,22,38],"control.":[19],"We":[20],"advocate":[21],"control":[23],"as":[24,37],"finite":[26],"time":[27],"and":[28,45,54],"low":[29],"variance":[30],"alternative":[31],"to":[32,57],"popular":[33],"steady-state":[34],"methods":[35],"such":[36],"gradient":[39],"Langevin":[40],"dynamics.":[41],"Furthermore,":[42],"discuss":[44],"adapt":[46],"the":[47],"existing":[48,59],"theoretical":[49],"guarantees":[50],"of":[51],"establish":[55],"connections":[56],"already":[58],"VI":[60],"routines":[61],"SDE-based":[63],"models.":[64]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
