{"id":"https://openalex.org/W4388586046","doi":"https://doi.org/10.1007/978-981-99-8391-9_19","title":"A Non-asymptotic Risk Bound for\u00a0Model Selection in\u00a0a\u00a0High-Dimensional Mixture of\u00a0Experts via\u00a0Joint Rank and\u00a0Variable Selection","display_name":"A Non-asymptotic Risk Bound for\u00a0Model Selection in\u00a0a\u00a0High-Dimensional Mixture of\u00a0Experts via\u00a0Joint Rank and\u00a0Variable Selection","publication_year":2023,"publication_date":"2023-11-26","ids":{"openalex":"https://openalex.org/W4388586046","doi":"https://doi.org/10.1007/978-981-99-8391-9_19"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-99-8391-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8391-9_19","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":true,"oa_status":"green","oa_url":"https://hal.science/hal-04276269","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039728717","display_name":"TrungTin Nguyen","orcid":"https://orcid.org/0000-0001-8433-5980"},"institutions":[{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]},{"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/I4210101348","display_name":"Centre Inria de l'Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/00n8d6z93","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210101348"]},{"id":"https://openalex.org/I4210149092","display_name":"Laboratoire Jean Kuntzmann","ror":"https://ror.org/04ett5b41","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210149092","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":false,"raw_author_name":"TrungTin Nguyen","raw_affiliation_strings":["Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, Inria Grenoble Rhone-Alpes, 655 av. de l\u2019Europe, 38335, Montbonnot, France"],"raw_orcid":"https://orcid.org/0000-0001-8433-5980","affiliations":[{"raw_affiliation_string":"Univ. Grenoble Alpes, Inria, CNRS, Grenoble INP, LJK, Inria Grenoble Rhone-Alpes, 655 av. de l\u2019Europe, 38335, Montbonnot, France","institution_ids":["https://openalex.org/I4210101348","https://openalex.org/I4210149092","https://openalex.org/I1294671590","https://openalex.org/I106785703","https://openalex.org/I899635006"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023256422","display_name":"Dung Ngoc Nguyen","orcid":"https://orcid.org/0000-0003-2471-6292"},"institutions":[{"id":"https://openalex.org/I138689650","display_name":"University of Padua","ror":"https://ror.org/00240q980","country_code":"IT","type":"education","lineage":["https://openalex.org/I138689650"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Dung Ngoc Nguyen","raw_affiliation_strings":["Department of Statistical Sciences, University of Padova, Padua, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2471-6292","affiliations":[{"raw_affiliation_string":"Department of Statistical Sciences, University of Padova, Padua, Italy","institution_ids":["https://openalex.org/I138689650"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037340964","display_name":"Hien D. Nguyen","orcid":"https://orcid.org/0000-0002-9958-432X"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hien Duy Nguyen","raw_affiliation_strings":["School of Mathematics and Physics, University of Queensland, Brisbane, Australia"],"raw_orcid":"https://orcid.org/0000-0002-9958-432X","affiliations":[{"raw_affiliation_string":"School of Mathematics and Physics, University of Queensland, Brisbane, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020695688","display_name":"Fa\u00efcel Chamroukhi","orcid":"https://orcid.org/0000-0002-5894-3103"},"institutions":[{"id":"https://openalex.org/I3018083178","display_name":"Institut de Recherche Technologique SystemX","ror":"https://ror.org/03crmsn52","country_code":"FR","type":"facility","lineage":["https://openalex.org/I3018083178"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Faicel Chamroukhi","raw_affiliation_strings":["IRT SystemX, Palaiseau, France"],"raw_orcid":"https://orcid.org/0000-0002-5894-3103","affiliations":[{"raw_affiliation_string":"IRT SystemX, Palaiseau, France","institution_ids":["https://openalex.org/I3018083178"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5023256422"],"corresponding_institution_ids":["https://openalex.org/I138689650"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.4988,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.87207872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9995999932289124,"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":0.9995999932289124,"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/T11901","display_name":"Bayesian Methods and Mixture Models","score":0.9994000196456909,"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/T10057","display_name":"Face and Expression Recognition","score":0.9947999715805054,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stochastic-block-model","display_name":"Stochastic block model","score":0.6052295565605164},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.5743693709373474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.540922224521637},{"id":"https://openalex.org/keywords/covariance","display_name":"Covariance","score":0.4720371961593628},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.47114649415016174},{"id":"https://openalex.org/keywords/softmax-function","display_name":"Softmax function","score":0.4418966770172119},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.43674543499946594},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.42641955614089966},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4114992618560791},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.38206353783607483},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.3702329397201538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3384135663509369},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3154160976409912},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.14224132895469666}],"concepts":[{"id":"https://openalex.org/C2779982251","wikidata":"https://www.wikidata.org/wiki/Q25053762","display_name":"Stochastic block model","level":3,"score":0.6052295565605164},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.5743693709373474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.540922224521637},{"id":"https://openalex.org/C178650346","wikidata":"https://www.wikidata.org/wiki/Q201984","display_name":"Covariance","level":2,"score":0.4720371961593628},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.47114649415016174},{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.4418966770172119},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.43674543499946594},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42641955614089966},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4114992618560791},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.38206353783607483},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.3702329397201538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3384135663509369},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3154160976409912},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.14224132895469666},{"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:10.1007/978-981-99-8391-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-99-8391-9_19","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"},{"id":"pmh:oai:HAL:hal-04276269v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04276269","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Australasian Joint Conference on Artificial Intelligence (AJCAI )","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04276269v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04276269","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Australasian Joint Conference on Artificial Intelligence (AJCAI )","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W345014192","https://openalex.org/W1613249581","https://openalex.org/W2015149851","https://openalex.org/W2030361786","https://openalex.org/W2049633694","https://openalex.org/W2060108173","https://openalex.org/W2061155774","https://openalex.org/W2066334462","https://openalex.org/W2105710559","https://openalex.org/W2109820980","https://openalex.org/W2112335378","https://openalex.org/W2135046866","https://openalex.org/W2138019504","https://openalex.org/W2150884987","https://openalex.org/W2167121755","https://openalex.org/W2168175751","https://openalex.org/W2497791318","https://openalex.org/W2897613601","https://openalex.org/W2963129728","https://openalex.org/W2963432982","https://openalex.org/W2964151515","https://openalex.org/W2967947684","https://openalex.org/W3019941393","https://openalex.org/W3188130019","https://openalex.org/W6606298547"],"related_works":["https://openalex.org/W3107204728","https://openalex.org/W4287591324","https://openalex.org/W4226420367","https://openalex.org/W1467346733","https://openalex.org/W4297912907","https://openalex.org/W2963873688","https://openalex.org/W2388474484","https://openalex.org/W4295160059","https://openalex.org/W4306175240","https://openalex.org/W2964287540"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2023-11-11T00:00:00"}