{"id":"https://openalex.org/W2520698283","doi":"https://doi.org/10.1109/tetc.2016.2609926","title":"Design of Stochastic Machines Dedicated to Approximate Bayesian Inferences","display_name":"Design of Stochastic Machines Dedicated to Approximate Bayesian Inferences","publication_year":2016,"publication_date":"2016-09-15","ids":{"openalex":"https://openalex.org/W2520698283","doi":"https://doi.org/10.1109/tetc.2016.2609926","mag":"2520698283"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2016.2609926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2016.2609926","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01374906","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008946024","display_name":"Marvin Faix","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Marvin Faix","raw_affiliation_strings":["CNRS, Paris, France","UGA [2016-2019] - Universit\u00e9 Grenoble Alpes [2016-2019] (38058 Grenoble cedex - France)","LIG - Laboratoire d'Informatique de Grenoble (UMR 5217 - Laboratoire LIG - B\u00e2timent IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d\u2019H\u00e8res \r\nAdresse postale : CS 40700 - 38058 Grenoble cedex 9\r\nT\u00e9l. : 04 57 42 14 00 - France)","PERVASIVE INTERACTION - PERVASIVE INTERACTION (655 Avenue de l'Europe, 38330 Montbonnot-Saint-Martin - France)"],"affiliations":[{"raw_affiliation_string":"CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"UGA [2016-2019] - Universit\u00e9 Grenoble Alpes [2016-2019] (38058 Grenoble cedex - France)","institution_ids":["https://openalex.org/I899635006"]},{"raw_affiliation_string":"LIG - Laboratoire d'Informatique de Grenoble (UMR 5217 - Laboratoire LIG - B\u00e2timent IMAG - 700 avenue Centrale - Domaine Universitaire de Saint-Martin-d\u2019H\u00e8res \r\nAdresse postale : CS 40700 - 38058 Grenoble cedex 9\r\nT\u00e9l. : 04 57 42 14 00 - France)","institution_ids":["https://openalex.org/I4210104430"]},{"raw_affiliation_string":"PERVASIVE INTERACTION - PERVASIVE INTERACTION (655 Avenue de l'Europe, 38330 Montbonnot-Saint-Martin - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024303339","display_name":"Rapha\u00ebl Laurent","orcid":"https://orcid.org/0000-0003-2904-1327"},"institutions":[{"id":"https://openalex.org/I4210161189","display_name":"ProbaYes (France)","ror":"https://ror.org/05nb5x242","country_code":"FR","type":"company","lineage":["https://openalex.org/I4210161189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Raphael Laurent","raw_affiliation_strings":["ProBaYes SAS, Saint Ismier Cedex, France","Probayes [Montbonnot] (82, All\u00e9e Galil\u00e9e - Inovall\u00e9e\r\n38330 Montbonnot - France)"],"affiliations":[{"raw_affiliation_string":"ProBaYes SAS, Saint Ismier Cedex, France","institution_ids":["https://openalex.org/I4210161189"]},{"raw_affiliation_string":"Probayes [Montbonnot] (82, All\u00e9e Galil\u00e9e - Inovall\u00e9e\r\n38330 Montbonnot - France)","institution_ids":["https://openalex.org/I4210161189"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053141872","display_name":"Pierre Bess\u00ec\u00e8re","orcid":"https://orcid.org/0000-0002-8620-2505"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210150358","display_name":"Institut Syst\u00e8mes Intelligents et de Robotique","ror":"https://ror.org/05neq8668","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210150358","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Bessiere","raw_affiliation_strings":["CNRS, Paris, France","CNRS - Centre National de la Recherche Scientifique (France)","ISIR - Institut des Syst\u00e8mes Intelligents et de Robotique (Universit\u00e9 Pierre et Marie Curie - Paris VI Boite courrier 173 4 Place JUSSIEU 75252 Paris cedex 05 - France)","AMAC (France)"],"affiliations":[{"raw_affiliation_string":"CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ISIR - Institut des Syst\u00e8mes Intelligents et de Robotique (Universit\u00e9 Pierre et Marie Curie - Paris VI Boite courrier 173 4 Place JUSSIEU 75252 Paris cedex 05 - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210150358"]},{"raw_affiliation_string":"AMAC (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005876909","display_name":"Emmanuel Mazer","orcid":"https://orcid.org/0000-0002-8669-778X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Emmanuel Mazer","raw_affiliation_strings":["CNRS, Paris, France","PERVASIVE INTERACTION - PERVASIVE INTERACTION (655 Avenue de l'Europe, 38330 Montbonnot-Saint-Martin - France)","CNRS - Centre National de la Recherche Scientifique (France)"],"affiliations":[{"raw_affiliation_string":"CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"PERVASIVE INTERACTION - PERVASIVE INTERACTION (655 Avenue de l'Europe, 38330 Montbonnot-Saint-Martin - France)","institution_ids":[]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031610889","display_name":"Jacques Droulez","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210150358","display_name":"Institut Syst\u00e8mes Intelligents et de Robotique","ror":"https://ror.org/05neq8668","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210150358","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jacques Droulez","raw_affiliation_strings":["CNRS, Paris, France","ISIR - Institut des Syst\u00e8mes Intelligents et de Robotique (Universit\u00e9 Pierre et Marie Curie - Paris VI Boite courrier 173 4 Place JUSSIEU 75252 Paris cedex 05 - France)","CNRS - Centre National de la Recherche Scientifique (France)","AMAC (France)"],"affiliations":[{"raw_affiliation_string":"CNRS, Paris, France","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"ISIR - Institut des Syst\u00e8mes Intelligents et de Robotique (Universit\u00e9 Pierre et Marie Curie - Paris VI Boite courrier 173 4 Place JUSSIEU 75252 Paris cedex 05 - France)","institution_ids":["https://openalex.org/I39804081","https://openalex.org/I4210150358"]},{"raw_affiliation_string":"CNRS - Centre National de la Recherche Scientifique (France)","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"AMAC (France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008946024"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210104430","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":2.6662,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.92221376,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"7","issue":"1","first_page":"60","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9868000149726868,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9868000149726868,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9818999767303467,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9800000190734863,"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/computer-science","display_name":"Computer science","score":0.7837446928024292},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5336390733718872},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3793572783470154}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7837446928024292},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5336390733718872},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3793572783470154}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tetc.2016.2609926","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetc.2016.2609926","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01374906v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01374906","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing, 2016, &#x27E8;10.1109/TETC.2016.2609926&#x27E9;","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01374906v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01374906","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing, 2016, &#x27E8;10.1109/TETC.2016.2609926&#x27E9;","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1484094406","https://openalex.org/W1497546894","https://openalex.org/W1509562192","https://openalex.org/W1548442183","https://openalex.org/W1588792411","https://openalex.org/W1890754682","https://openalex.org/W1992777855","https://openalex.org/W2003056114","https://openalex.org/W2031267166","https://openalex.org/W2053994973","https://openalex.org/W2097324886","https://openalex.org/W2098470668","https://openalex.org/W2149870396","https://openalex.org/W2161051436","https://openalex.org/W2286896841","https://openalex.org/W2289656557","https://openalex.org/W2398161755","https://openalex.org/W2613287569","https://openalex.org/W2964137345","https://openalex.org/W4293584437","https://openalex.org/W4298301462","https://openalex.org/W4299551239","https://openalex.org/W6628881186","https://openalex.org/W6638814987","https://openalex.org/W6639796194","https://openalex.org/W6696766256","https://openalex.org/W7067612821"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"We":[0],"present":[1],"an":[2],"architecture":[3],"and":[4,21,39],"a":[5,87,96,103],"compilation":[6],"toolchain":[7],"for":[8],"stochastic":[9,25,37],"machines":[10,16],"dedicated":[11],"to":[12,43,72,102],"Bayesian":[13],"inferences.":[14,46],"These":[15],"are":[17],"not":[18],"Von":[19],"Neumann":[20],"code":[22],"information":[23],"with":[24],"bitstreams":[26],"instead":[27],"of":[28,50,67,79,99],"using":[29],"floating":[30],"point":[31],"representations.":[32],"They":[33,47],"only":[34],"rely":[35],"on":[36,40,59,86],"arithmetic":[38],"Gibbs":[41],"sampling":[42],"perform":[44],"approximate":[45],"use":[48],"banks":[49],"binary":[51],"random":[52],"generators":[53],"which":[54,60],"capture":[55],"the":[56,61,68,75,82,100],"prior":[57],"knowledge":[58],"inference":[62],"is":[63,70,84],"built.":[64],"The":[65],"output":[66],"machine":[69,94],"devised":[71],"continuously":[73],"sample":[74],"joint":[76],"probability":[77],"distribution":[78],"interest.":[80],"While":[81],"method":[83],"explained":[85],"simple":[88],"example,":[89],"we":[90],"show":[91],"that":[92],"our":[93],"computes":[95],"good":[97],"approximation":[98],"solution":[101],"problem":[104],"intractable":[105],"in":[106],"exact":[107],"inference.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
