{"id":"https://openalex.org/W2345340625","doi":"https://doi.org/10.1007/s11222-016-9654-1","title":"Structured regularization for conditional Gaussian graphical models","display_name":"Structured regularization for conditional Gaussian graphical models","publication_year":2016,"publication_date":"2016-05-04","ids":{"openalex":"https://openalex.org/W2345340625","doi":"https://doi.org/10.1007/s11222-016-9654-1","mag":"2345340625"},"language":"en","primary_location":{"id":"doi:10.1007/s11222-016-9654-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-016-9654-1","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01531660","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012516981","display_name":"Julien Chiquet","orcid":"https://orcid.org/0000-0002-3629-3429"},"institutions":[{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Julien Chiquet","raw_affiliation_strings":["LaMME - UMR 8071 CNRS/Universit\u00e9 d\u2019\u00c9vry-Val-d\u2019Essonne, Boulevard de France, 91000, \u00c9vry, France"],"affiliations":[{"raw_affiliation_string":"LaMME - UMR 8071 CNRS/Universit\u00e9 d\u2019\u00c9vry-Val-d\u2019Essonne, Boulevard de France, 91000, \u00c9vry, France","institution_ids":["https://openalex.org/I88467170","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075690910","display_name":"Tristan Mary\u2010Huard","orcid":"https://orcid.org/0000-0002-3839-9067"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210159560","display_name":"Centre de G\u00e9n\u00e9tique Mol\u00e9culaire","ror":"https://ror.org/052ahj806","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210114748","https://openalex.org/I4210139971","https://openalex.org/I4210159560"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tristan Mary-Huard","raw_affiliation_strings":["UMR de G\u00e9n\u00e9tique V\u00e9g\u00e9tale du Moulon, INRA/Univ. Paris Sud/CNRS, Ferme du Moulon, 91190, Gif-sur-Yvette, France"],"affiliations":[{"raw_affiliation_string":"UMR de G\u00e9n\u00e9tique V\u00e9g\u00e9tale du Moulon, INRA/Univ. Paris Sud/CNRS, Ferme du Moulon, 91190, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210159560","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000329854","display_name":"St\u00e9phane Robin","orcid":"https://orcid.org/0000-0003-1045-069X"},"institutions":[{"id":"https://openalex.org/I22248866","display_name":"AgroParisTech","ror":"https://ror.org/02kbmgc12","country_code":"FR","type":"education","lineage":["https://openalex.org/I22248866","https://openalex.org/I277688954"]},{"id":"https://openalex.org/I100532134","display_name":"Universit\u00e9 Claude Bernard Lyon 1","ror":"https://ror.org/029brtt94","country_code":"FR","type":"education","lineage":["https://openalex.org/I100532134","https://openalex.org/I203339264"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Robin","raw_affiliation_strings":["UMR 518 AgroParisTech/INRA, Rue Claude Bernard, 70005, Paris, France"],"affiliations":[{"raw_affiliation_string":"UMR 518 AgroParisTech/INRA, Rue Claude Bernard, 70005, Paris, France","institution_ids":["https://openalex.org/I22248866","https://openalex.org/I100532134"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012516981"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I88467170"],"apc_list":{"value":2090,"currency":"EUR","value_usd":2690},"apc_paid":null,"fwci":0.678,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.73158235,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"27","issue":"3","first_page":"789","last_page":"804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.8753709197044373},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.6612434387207031},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6115949153900146},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.5700712203979492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.542077898979187},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5356765389442444},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4602360725402832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4510209560394287},{"id":"https://openalex.org/keywords/partial-least-squares-regression","display_name":"Partial least squares regression","score":0.43335795402526855},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4271159768104553},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3793296813964844},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3654516041278839},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32120710611343384},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13443073630332947}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8753709197044373},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.6612434387207031},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6115949153900146},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.5700712203979492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.542077898979187},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5356765389442444},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4602360725402832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4510209560394287},{"id":"https://openalex.org/C22354355","wikidata":"https://www.wikidata.org/wiki/Q422009","display_name":"Partial least squares regression","level":2,"score":0.43335795402526855},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4271159768104553},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3793296813964844},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3654516041278839},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32120710611343384},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13443073630332947},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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":2,"locations":[{"id":"doi:10.1007/s11222-016-9654-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11222-016-9654-1","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Statistics and Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01531660v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01531660","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":"http://www.springer.com/statistics/computational+statistics/journal/11222","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01531660v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01531660","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":"http://www.springer.com/statistics/computational+statistics/journal/11222","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1255172351","https://openalex.org/W1497745584","https://openalex.org/W1502338185","https://openalex.org/W1540764732","https://openalex.org/W1602551265","https://openalex.org/W1899679829","https://openalex.org/W1906461790","https://openalex.org/W1963840676","https://openalex.org/W1969428313","https://openalex.org/W1974563846","https://openalex.org/W1974891921","https://openalex.org/W1977777127","https://openalex.org/W1980645225","https://openalex.org/W1982652137","https://openalex.org/W1984568490","https://openalex.org/W1985651808","https://openalex.org/W1989493069","https://openalex.org/W1991086178","https://openalex.org/W1998696958","https://openalex.org/W2003127535","https://openalex.org/W2010119146","https://openalex.org/W2018747370","https://openalex.org/W2039050532","https://openalex.org/W2054640142","https://openalex.org/W2063645384","https://openalex.org/W2074693857","https://openalex.org/W2081531193","https://openalex.org/W2081839634","https://openalex.org/W2089700840","https://openalex.org/W2093545205","https://openalex.org/W2097360283","https://openalex.org/W2122825543","https://openalex.org/W2125536150","https://openalex.org/W2128343509","https://openalex.org/W2135046866","https://openalex.org/W2137683543","https://openalex.org/W2138142480","https://openalex.org/W2140514146","https://openalex.org/W2148172612","https://openalex.org/W2149435095","https://openalex.org/W2159347337","https://openalex.org/W2797925981","https://openalex.org/W2951870768","https://openalex.org/W3098272239","https://openalex.org/W3098453412","https://openalex.org/W3101651037","https://openalex.org/W3105245600","https://openalex.org/W3105776335","https://openalex.org/W3106348863","https://openalex.org/W3124546987","https://openalex.org/W4205213118","https://openalex.org/W4231139742","https://openalex.org/W4294541781","https://openalex.org/W4300029251"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4247136043","https://openalex.org/W4312407344"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}