{"id":"https://openalex.org/W4412980772","doi":"https://doi.org/10.1007/978-3-032-00686-8_38","title":"Variational Inference Optimized Using the\u00a0Curved Geometry of\u00a0Coupled Free Energy","display_name":"Variational Inference Optimized Using the\u00a0Curved Geometry of\u00a0Coupled Free Energy","publication_year":2025,"publication_date":"2025-08-05","ids":{"openalex":"https://openalex.org/W4412980772","doi":"https://doi.org/10.1007/978-3-032-00686-8_38"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-00686-8_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-00686-8_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076806990","display_name":"Kenric P. Nelson","orcid":"https://orcid.org/0000-0001-6962-7459"},"institutions":[{"id":"https://openalex.org/I4210090737","display_name":"Advanced Mechanical Technology (United States)","ror":"https://ror.org/00hh31m68","country_code":"US","type":"company","lineage":["https://openalex.org/I4210090737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kenric P. Nelson","raw_affiliation_strings":["Photrek, LLC, 56 Burnham St Unit 1, Watertown, MA, USA"],"affiliations":[{"raw_affiliation_string":"Photrek, LLC, 56 Burnham St Unit 1, Watertown, MA, USA","institution_ids":["https://openalex.org/I4210090737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063275856","display_name":"Igor C. Oliveira","orcid":"https://orcid.org/0000-0003-4048-2385"},"institutions":[{"id":"https://openalex.org/I4210088726","display_name":"Faculdade Frassinetti do Recife","ror":"https://ror.org/0042f2034","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210088726"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Igor Oliveira","raw_affiliation_strings":["Photrek, LLC, Recife, PE, Recife, Brazil"],"affiliations":[{"raw_affiliation_string":"Photrek, LLC, Recife, PE, Recife, Brazil","institution_ids":["https://openalex.org/I4210088726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090817804","display_name":"Amenah Al-Najafi","orcid":"https://orcid.org/0000-0002-9156-1369"},"institutions":[{"id":"https://openalex.org/I47229656","display_name":"University of Kufa","ror":"https://ror.org/02dwrdh81","country_code":"IQ","type":"education","lineage":["https://openalex.org/I47229656"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Amenah Al-Najafi","raw_affiliation_strings":["Department of Mathematics, University of Kufa, 299G, Najaf, Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Kufa, 299G, Najaf, Iraq","institution_ids":["https://openalex.org/I47229656"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035125821","display_name":"Fode Zhang","orcid":"https://orcid.org/0000-0002-4733-9752"},"institutions":[{"id":"https://openalex.org/I204831749","display_name":"Southwestern University of Finance and Economics","ror":"https://ror.org/04ewct822","country_code":"CN","type":"education","lineage":["https://openalex.org/I204831749"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fode Zhang","raw_affiliation_strings":["Center of Statistical Research, School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, 611130, People\u2019s Republic of China"],"affiliations":[{"raw_affiliation_string":"Center of Statistical Research, School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, 611130, People\u2019s Republic of China","institution_ids":["https://openalex.org/I204831749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061277344","display_name":"Hon Keung Tony Ng","orcid":"https://orcid.org/0000-0003-4685-2199"},"institutions":[{"id":"https://openalex.org/I139924743","display_name":"Bentley University","ror":"https://ror.org/01px48m89","country_code":"US","type":"education","lineage":["https://openalex.org/I139924743"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hon Keung Tony Ng","raw_affiliation_strings":["Department of Mathematical Sciences, Bentley University Waltham, Waltham, MA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematical Sciences, Bentley University Waltham, Waltham, MA, USA","institution_ids":["https://openalex.org/I139924743"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5076806990"],"corresponding_institution_ids":["https://openalex.org/I4210090737"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.4675895,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"433","last_page":"445"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9883000254631042,"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"}},"topics":[{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9883000254631042,"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"}},{"id":"https://openalex.org/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.977400004863739,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9750000238418579,"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":0.7170339226722717},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5597239136695862},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.49956345558166504},{"id":"https://openalex.org/keywords/computational-geometry","display_name":"Computational geometry","score":0.43182939291000366},{"id":"https://openalex.org/keywords/energy-minimization","display_name":"Energy minimization","score":0.4310655891895294},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4128963053226471},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3867376744747162},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3864074945449829},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.3582160472869873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2825832962989807},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18754079937934875},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12795698642730713},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06027311086654663}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7170339226722717},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5597239136695862},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.49956345558166504},{"id":"https://openalex.org/C29123130","wikidata":"https://www.wikidata.org/wiki/Q874709","display_name":"Computational geometry","level":2,"score":0.43182939291000366},{"id":"https://openalex.org/C14961307","wikidata":"https://www.wikidata.org/wiki/Q5377176","display_name":"Energy minimization","level":2,"score":0.4310655891895294},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4128963053226471},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3867376744747162},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3864074945449829},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.3582160472869873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2825832962989807},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18754079937934875},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12795698642730713},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06027311086654663},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-00686-8_38","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-00686-8_38","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8399999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2034996255","https://openalex.org/W2066137238","https://openalex.org/W2096375888","https://openalex.org/W2099814209","https://openalex.org/W2225156818","https://openalex.org/W2485135680","https://openalex.org/W2606981059","https://openalex.org/W2887406245","https://openalex.org/W2947776848","https://openalex.org/W2948978827","https://openalex.org/W2962737602","https://openalex.org/W2963637370","https://openalex.org/W3009517571","https://openalex.org/W3106097527","https://openalex.org/W3164046096","https://openalex.org/W3180283187","https://openalex.org/W4200469019","https://openalex.org/W4308110625","https://openalex.org/W4406309457"],"related_works":["https://openalex.org/W2055243143","https://openalex.org/W1986418932","https://openalex.org/W2357796999","https://openalex.org/W4321636575","https://openalex.org/W2741131631","https://openalex.org/W2045526782","https://openalex.org/W2156919374","https://openalex.org/W1483472507","https://openalex.org/W1984019423","https://openalex.org/W4280588203"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}