{"id":"https://openalex.org/W3036749231","doi":"https://doi.org/10.1007/s42979-021-00865-5","title":"Mixture of Conditional Gaussian Graphical Models for Unlabelled Heterogeneous Populations in the Presence of Co-factors","display_name":"Mixture of Conditional Gaussian Graphical Models for Unlabelled Heterogeneous Populations in the Presence of Co-factors","publication_year":2021,"publication_date":"2021-09-20","ids":{"openalex":"https://openalex.org/W3036749231","doi":"https://doi.org/10.1007/s42979-021-00865-5","mag":"3036749231"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-021-00865-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-021-00865-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2006.11094","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053118613","display_name":"Thomas Lartigue","orcid":"https://orcid.org/0000-0002-7820-0032"},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I142476485","display_name":"\u00c9cole Polytechnique","ror":"https://ror.org/05hy3tk52","country_code":"FR","type":"education","lineage":["https://openalex.org/I142476485","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210107641","display_name":"Centre de Math\u00e9matiques Appliqu\u00e9es de l'\u00c9cole polytechnique","ror":"https://ror.org/012e1xn46","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210107641","https://openalex.org/I4210141950","https://openalex.org/I4210145102"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210096427","https://openalex.org/I4210152724"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Thomas Lartigue","raw_affiliation_strings":["Aramis Project-Team, INRIA, ICM, Paris, France","CMAP, CNRS, \u00c9cole polytechnique, I.P. Paris, Palaiseau, France","ARAMIS, CMAP"],"raw_orcid":"https://orcid.org/0000-0002-7820-0032","affiliations":[{"raw_affiliation_string":"Aramis Project-Team, INRIA, ICM, Paris, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210152724"]},{"raw_affiliation_string":"CMAP, CNRS, \u00c9cole polytechnique, I.P. Paris, Palaiseau, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I142476485","https://openalex.org/I4210107641"]},{"raw_affiliation_string":"ARAMIS, CMAP","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080254367","display_name":"Stanley Durrleman","orcid":"https://orcid.org/0000-0002-9450-6920"},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","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/I4210096427","https://openalex.org/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Stanley Durrleman","raw_affiliation_strings":["Aramis Project-Team, INRIA, ICM, Paris, France","ARAMIS"],"raw_orcid":"https://orcid.org/0000-0002-9450-6920","affiliations":[{"raw_affiliation_string":"Aramis Project-Team, INRIA, ICM, Paris, France","institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210152724"]},{"raw_affiliation_string":"ARAMIS","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031106777","display_name":"St\u00e9phanie Allassonni\u00e8re","orcid":"https://orcid.org/0000-0002-5692-4945"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"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/I4210092322","display_name":"Centre de Recherche des Cordeliers","ror":"https://ror.org/00dmms154","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I204730241","https://openalex.org/I39804081","https://openalex.org/I4210092322"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phanie Allassonni\u00e8re","raw_affiliation_strings":["Centre de Recherche des Cordeliers, Universit\u00e9 de Paris, Inserm, HEKA Project team, INRIA Paris, Sorbonne Universit\u00e9, 75006, Paris, France","CRC (UMR\\_S\\_1138 / U1138"],"raw_orcid":"https://orcid.org/0000-0002-5692-4945","affiliations":[{"raw_affiliation_string":"Centre de Recherche des Cordeliers, Universit\u00e9 de Paris, Inserm, HEKA Project team, INRIA Paris, Sorbonne Universit\u00e9, 75006, Paris, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210092322"]},{"raw_affiliation_string":"CRC (UMR\\_S\\_1138 / U1138","institution_ids":["https://openalex.org/I4210092322"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5053118613"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I142476485","https://openalex.org/I4210107641","https://openalex.org/I4210152724"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.2142,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51418712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9936000108718872,"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"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9936000108718872,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.984499990940094,"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":0.9804999828338623,"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/graphical-model","display_name":"Graphical model","score":0.6522351503372192},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.6505941152572632},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.6339508295059204},{"id":"https://openalex.org/keywords/mixture-model","display_name":"Mixture model","score":0.5963264107704163},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4965894818305969},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4907926023006439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48876261711120605},{"id":"https://openalex.org/keywords/conditional-independence","display_name":"Conditional independence","score":0.44142869114875793},{"id":"https://openalex.org/keywords/conditional-dependence","display_name":"Conditional dependence","score":0.41086268424987793},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4060847759246826},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39099735021591187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.378760427236557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3032286763191223},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.25326699018478394},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22368064522743225},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07933211326599121}],"concepts":[{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.6522351503372192},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.6505941152572632},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.6339508295059204},{"id":"https://openalex.org/C61224824","wikidata":"https://www.wikidata.org/wiki/Q2260434","display_name":"Mixture model","level":2,"score":0.5963264107704163},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4965894818305969},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4907926023006439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48876261711120605},{"id":"https://openalex.org/C79772020","wikidata":"https://www.wikidata.org/wiki/Q5159264","display_name":"Conditional independence","level":2,"score":0.44142869114875793},{"id":"https://openalex.org/C174920663","wikidata":"https://www.wikidata.org/wiki/Q5159256","display_name":"Conditional dependence","level":2,"score":0.41086268424987793},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4060847759246826},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39099735021591187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.378760427236557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3032286763191223},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.25326699018478394},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22368064522743225},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07933211326599121},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1007/s42979-021-00865-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42979-021-00865-5","pdf_url":null,"source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2006.11094","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.11094","pdf_url":"https://arxiv.org/pdf/2006.11094","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3036749231","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2006.11094v3","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:HAL:hal-02874192v1","is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-02874192","pdf_url":null,"source":{"id":"https://openalex.org/S4406922276","display_name":"INRIA a CCSD electronic archive server","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://hal.inria.fr/hal-02874192","raw_type":"info:eu-repo/semantics/preprint"},{"id":"pmh:oai:HAL:hal-02874192v5","is_oa":false,"landing_page_url":"https://inria.hal.science/hal-02874192","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Computer Science, 2021, 2 (466), ⟨10.1007/s42979-021-00865-5⟩","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.48550/arxiv.2006.11094","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.11094","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"pmh:oai:arXiv.org:2006.11094","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.11094","pdf_url":"https://arxiv.org/pdf/2006.11094","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1099484498","display_name":null,"funder_award_id":"826421","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G1258743643","display_name":null,"funder_award_id":"ANR-10-IAIHU06","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G408414411","display_name":null,"funder_award_id":"678304","funder_id":"https://openalex.org/F4320334678","funder_display_name":"European Research Council"},{"id":"https://openalex.org/G5564361393","display_name":null,"funder_award_id":"666992","funder_id":"https://openalex.org/F4320338335","funder_display_name":"H2020 European Research Council"},{"id":"https://openalex.org/G5838787665","display_name":"PaRis Artificial Intelligence Research InstitutE","funder_award_id":"ANR-19-P3IA-0001","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7681980252","display_name":"Institut de Neurosciences Translationnelles de Paris","funder_award_id":"ANR-10-IAHU-0006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320334678","display_name":"European Research Council","ror":"https://ror.org/0472cxd90"},{"id":"https://openalex.org/F4320338335","display_name":"H2020 European Research Council","ror":"https://ror.org/0472cxd90"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W197443874","https://openalex.org/W1549171236","https://openalex.org/W1726806267","https://openalex.org/W1851242489","https://openalex.org/W1899679829","https://openalex.org/W1946620893","https://openalex.org/W1965555277","https://openalex.org/W1968371014","https://openalex.org/W1981276685","https://openalex.org/W2015245929","https://openalex.org/W2018747370","https://openalex.org/W2023689787","https://openalex.org/W2025653905","https://openalex.org/W2042592512","https://openalex.org/W2046738186","https://openalex.org/W2081746825","https://openalex.org/W2106191434","https://openalex.org/W2116150816","https://openalex.org/W2132555912","https://openalex.org/W2138019504","https://openalex.org/W2138356120","https://openalex.org/W2142635246","https://openalex.org/W2144664383","https://openalex.org/W2151128232","https://openalex.org/W2152842394","https://openalex.org/W2163707651","https://openalex.org/W2165009258","https://openalex.org/W2166794017","https://openalex.org/W2167345332","https://openalex.org/W2168175751","https://openalex.org/W2170744156","https://openalex.org/W2725269084","https://openalex.org/W2756395418","https://openalex.org/W2779684064","https://openalex.org/W2953525787","https://openalex.org/W2964337236","https://openalex.org/W4238253035"],"related_works":["https://openalex.org/W3199343837","https://openalex.org/W2962898193","https://openalex.org/W2792612132","https://openalex.org/W304759368","https://openalex.org/W2040898759","https://openalex.org/W2075162687","https://openalex.org/W3098870514","https://openalex.org/W3186159161","https://openalex.org/W2313130626","https://openalex.org/W2484370266","https://openalex.org/W2545289585","https://openalex.org/W3146251486","https://openalex.org/W2579140808","https://openalex.org/W2792812572","https://openalex.org/W2125328011","https://openalex.org/W1500770409","https://openalex.org/W2952294153","https://openalex.org/W1449867790","https://openalex.org/W2167823677","https://openalex.org/W2116679011"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}