{"id":"https://openalex.org/W4319239147","doi":"https://doi.org/10.1007/978-3-031-24866-5_22","title":"Autonomous Learning Rate Optimization for Deep Learning","display_name":"Autonomous Learning Rate Optimization for Deep Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4319239147","doi":"https://doi.org/10.1007/978-3-031-24866-5_22"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-24866-5_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24866-5_22","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":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103194465","display_name":"Xiaomeng Dong","orcid":"https://orcid.org/0000-0002-2869-7159"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaomeng Dong","raw_affiliation_strings":["GE Healthcare, Chicago, USA","University of Oklahoma, Norman, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE Healthcare, Chicago, USA","institution_ids":[]},{"raw_affiliation_string":"University of Oklahoma, Norman, USA","institution_ids":["https://openalex.org/I8692664"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101628585","display_name":"Tao Tan","orcid":"https://orcid.org/0000-0001-5403-0887"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tao Tan","raw_affiliation_strings":["GE Healthcare, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE Healthcare, Chicago, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058189092","display_name":"Michael Potter","orcid":"https://orcid.org/0000-0003-0655-7072"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Potter","raw_affiliation_strings":["GE Healthcare, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE Healthcare, Chicago, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007366430","display_name":"Yun-Chan Tsai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yun-Chan Tsai","raw_affiliation_strings":["GE Healthcare, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE Healthcare, Chicago, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056673877","display_name":"G. S. Naveen Kumar","orcid":"https://orcid.org/0000-0002-2046-1539"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gaurav Kumar","raw_affiliation_strings":["GE Healthcare, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE Healthcare, Chicago, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024299069","display_name":"V. Ratna Saripalli","orcid":"https://orcid.org/0000-0001-8569-4846"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V. Ratna Saripalli","raw_affiliation_strings":["GE Healthcare, Chicago, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE Healthcare, Chicago, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024683744","display_name":"Theodore B. Trafali\u0307s","orcid":"https://orcid.org/0000-0001-6740-6337"},"institutions":[{"id":"https://openalex.org/I8692664","display_name":"University of Oklahoma","ror":"https://ror.org/02aqsxs83","country_code":"US","type":"education","lineage":["https://openalex.org/I8692664"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Theodore Trafalis","raw_affiliation_strings":["University of Oklahoma, Norman, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oklahoma, Norman, USA","institution_ids":["https://openalex.org/I8692664"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5103194465"],"corresponding_institution_ids":["https://openalex.org/I8692664"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.20840151,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9983000159263611,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.5289321541786194},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48642516136169434},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41923436522483826}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5289321541786194},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48642516136169434},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41923436522483826}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-24866-5_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-24866-5_22","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W12634471","https://openalex.org/W1901129140","https://openalex.org/W2064675550","https://openalex.org/W2183341477","https://openalex.org/W2194321275","https://openalex.org/W2194775991","https://openalex.org/W2403947200","https://openalex.org/W2963341956","https://openalex.org/W2963351448","https://openalex.org/W2963446712","https://openalex.org/W2963677766","https://openalex.org/W2964199361","https://openalex.org/W2981852735","https://openalex.org/W3042011474","https://openalex.org/W6600424091","https://openalex.org/W6600609147"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}