{"id":"https://openalex.org/W4323244188","doi":"https://doi.org/10.5220/0011626900003393","title":"Deep Learning Model Selection With Parametric Complexity Control","display_name":"Deep Learning Model Selection With Parametric Complexity Control","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323244188","doi":"https://doi.org/10.5220/0011626900003393"},"language":"en","primary_location":{"id":"doi:10.5220/0011626900003393","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011626900003393","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0011626900003393","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078691622","display_name":"Olga Grebenkova","orcid":null},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]},{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Olga Grebenkova","raw_affiliation_strings":["Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---","Skolkovo Institute of Science and Technology (Skoltech), Russia, --- Select a Country ---","Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---; Skolkovo Institute of Science and Technology (Skoltech), Russia, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I153845743"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I125989756"]},{"raw_affiliation_string":"Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---; Skolkovo Institute of Science and Technology (Skoltech), Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I125989756","https://openalex.org/I153845743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010405643","display_name":"Oleg Bakhteev","orcid":"https://orcid.org/0000-0002-6497-3667"},"institutions":[{"id":"https://openalex.org/I153845743","display_name":"Moscow Institute of Physics and Technology","ror":"https://ror.org/00v0z9322","country_code":"RU","type":"education","lineage":["https://openalex.org/I153845743"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Oleg Bakhteev","raw_affiliation_strings":["FRC CSC RAS, Russia, --- Select a Country ---","Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---","FRC CSC RAS, Russia, --- Select a Country ---; Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"FRC CSC RAS, Russia, --- Select a Country ---","institution_ids":[]},{"raw_affiliation_string":"Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I153845743"]},{"raw_affiliation_string":"FRC CSC RAS, Russia, --- Select a Country ---; Moscow Institute of Physics and Technology (MIPT), Russia, --- Select a Country ---","institution_ids":["https://openalex.org/I153845743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039361307","display_name":"Vadim Strijov","orcid":"https://orcid.org/0000-0002-2194-8859"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vadim Strijov","raw_affiliation_strings":["FRC CSC RAS, Russia, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"FRC CSC RAS, Russia, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078691622"],"corresponding_institution_ids":["https://openalex.org/I125989756","https://openalex.org/I153845743"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01653542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"65","last_page":"74"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9083999991416931,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9083999991416931,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6817337870597839},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6195204854011536},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5246481895446777},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5131612420082092},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5098485350608826},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.44548124074935913},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.4273311495780945},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35452690720558167},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1181095540523529},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07646104693412781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6817337870597839},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6195204854011536},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5246481895446777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5131612420082092},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5098485350608826},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.44548124074935913},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.4273311495780945},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35452690720558167},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1181095540523529},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07646104693412781}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0011626900003393","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011626900003393","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0011626900003393","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011626900003393","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Agents and Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4205762803","https://openalex.org/W4304166257","https://openalex.org/W4294635752","https://openalex.org/W2535856026","https://openalex.org/W4380075502","https://openalex.org/W4381571012"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
