{"id":"https://openalex.org/W2944092913","doi":"https://doi.org/10.1007/978-3-030-19810-7_17","title":"The Minimization of Empirical Risk Through Stochastic Gradient Descent with Momentum Algorithms","display_name":"The Minimization of Empirical Risk Through Stochastic Gradient Descent with Momentum Algorithms","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2944092913","doi":"https://doi.org/10.1007/978-3-030-19810-7_17","mag":"2944092913"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-19810-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19810-7_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"book-chapter","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/A5009000710","display_name":"Arindam Chaudhuri","orcid":"https://orcid.org/0000-0002-8122-7172"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Arindam Chaudhuri","raw_affiliation_strings":["Tata Consultancy Services, Think Campus, Bangalore, 560100, India"],"affiliations":[{"raw_affiliation_string":"Tata Consultancy Services, Think Campus, Bangalore, 560100, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5009000710"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.8269,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74133721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"168","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":1.0,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.6869930028915405},{"id":"https://openalex.org/keywords/momentum","display_name":"Momentum (technical analysis)","score":0.5880657434463501},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.554315447807312},{"id":"https://openalex.org/keywords/descent","display_name":"Descent (aeronautics)","score":0.4799221456050873},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.470905065536499},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4145127534866333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40327882766723633},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3717184066772461},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3578694462776184},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35643529891967773},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1662050187587738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1448114514350891},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1384897530078888},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.09054076671600342},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.04543653130531311},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.04294782876968384}],"concepts":[{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.6869930028915405},{"id":"https://openalex.org/C60718061","wikidata":"https://www.wikidata.org/wiki/Q1414747","display_name":"Momentum (technical analysis)","level":2,"score":0.5880657434463501},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.554315447807312},{"id":"https://openalex.org/C2776637919","wikidata":"https://www.wikidata.org/wiki/Q624380","display_name":"Descent (aeronautics)","level":2,"score":0.4799221456050873},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.470905065536499},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4145127534866333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40327882766723633},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3717184066772461},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3578694462776184},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35643529891967773},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1662050187587738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1448114514350891},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1384897530078888},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.09054076671600342},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.04543653130531311},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.04294782876968384}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-19810-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-19810-7_17","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1765545080","https://openalex.org/W1842094663","https://openalex.org/W1978810924","https://openalex.org/W1992208280","https://openalex.org/W2063135797","https://openalex.org/W2105875671","https://openalex.org/W2107438106","https://openalex.org/W2113307832","https://openalex.org/W2113651538","https://openalex.org/W2120717492","https://openalex.org/W2121038136","https://openalex.org/W2134926334","https://openalex.org/W2156779765","https://openalex.org/W2162287622","https://openalex.org/W2395349157","https://openalex.org/W2798167046","https://openalex.org/W2950403298","https://openalex.org/W2950740915","https://openalex.org/W2952001383","https://openalex.org/W2952215077","https://openalex.org/W4211246278","https://openalex.org/W4229751520","https://openalex.org/W4297927014"],"related_works":["https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W4362706668","https://openalex.org/W4231621013","https://openalex.org/W3007093918","https://openalex.org/W2015288657","https://openalex.org/W3171021120","https://openalex.org/W3008318776"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}