{"id":"https://openalex.org/W3118591641","doi":"https://doi.org/10.1007/978-3-030-64580-9_22","title":"Steplength and Mini-batch Size Selection in Stochastic Gradient Methods","display_name":"Steplength and Mini-batch Size Selection in Stochastic Gradient Methods","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3118591641","doi":"https://doi.org/10.1007/978-3-030-64580-9_22","mag":"3118591641"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64580-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64580-9_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":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11380/1237507","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017595816","display_name":"Giorgia Franchini","orcid":"https://orcid.org/0000-0001-9082-8087"},"institutions":[{"id":"https://openalex.org/I904910273","display_name":"Union des Industries Ferroviaires Europ\u00e9ennes","ror":"https://ror.org/04svdmv30","country_code":"BE","type":"other","lineage":["https://openalex.org/I904910273"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Giorgia Franchini","raw_affiliation_strings":["Department of Mathematics and Computer Science, UNIFE, Brussels, Belgium","Department of Physics, Informatics and Mathematics, UNIMORE, Modena, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9082-8087","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, UNIFE, Brussels, Belgium","institution_ids":["https://openalex.org/I904910273"]},{"raw_affiliation_string":"Department of Physics, Informatics and Mathematics, UNIMORE, Modena, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078259795","display_name":"Valeria Ruggiero","orcid":"https://orcid.org/0000-0001-5885-1703"},"institutions":[{"id":"https://openalex.org/I904910273","display_name":"Union des Industries Ferroviaires Europ\u00e9ennes","ror":"https://ror.org/04svdmv30","country_code":"BE","type":"other","lineage":["https://openalex.org/I904910273"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Valeria Ruggiero","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Ferrara, Brussels, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-5885-1703","affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Ferrara, Brussels, Belgium","institution_ids":["https://openalex.org/I904910273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001313353","display_name":"Luca Zanni","orcid":"https://orcid.org/0000-0001-9471-9128"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luca Zanni","raw_affiliation_strings":["Department of Physics, Informatics and Mathematics, UNIMORE, Modena, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9471-9128","affiliations":[{"raw_affiliation_string":"Department of Physics, Informatics and Mathematics, UNIMORE, Modena, Italy","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5017595816"],"corresponding_institution_ids":["https://openalex.org/I904910273"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6899,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.74650277,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"259","last_page":"263"},"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":0.9995999932289124,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6575568914413452},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6213400959968567},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.6177824139595032},{"id":"https://openalex.org/keywords/lipschitz-continuity","display_name":"Lipschitz continuity","score":0.5853527784347534},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.5095806121826172},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5010268688201904},{"id":"https://openalex.org/keywords/proximal-gradient-methods","display_name":"Proximal Gradient Methods","score":0.46189865469932556},{"id":"https://openalex.org/keywords/gradient-method","display_name":"Gradient method","score":0.4612950086593628},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.45076143741607666},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.4500097930431366},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.3384799659252167},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33733826875686646},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2685371935367584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18903934955596924},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12482333183288574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6575568914413452},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6213400959968567},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.6177824139595032},{"id":"https://openalex.org/C22324862","wikidata":"https://www.wikidata.org/wiki/Q652707","display_name":"Lipschitz continuity","level":2,"score":0.5853527784347534},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.5095806121826172},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5010268688201904},{"id":"https://openalex.org/C10494615","wikidata":"https://www.wikidata.org/wiki/Q17086765","display_name":"Proximal Gradient Methods","level":4,"score":0.46189865469932556},{"id":"https://openalex.org/C115680565","wikidata":"https://www.wikidata.org/wiki/Q5977448","display_name":"Gradient method","level":2,"score":0.4612950086593628},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.45076143741607666},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.4500097930431366},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.3384799659252167},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33733826875686646},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2685371935367584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18903934955596924},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12482333183288574},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-64580-9_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64580-9_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"},{"id":"pmh:oai:iris.unife.it:11392/2457881","is_oa":false,"landing_page_url":"https://link.springer.com/chapter/10.1007/978-3-030-64580-9_22","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unimore.it:11380/1237507","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1237507","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:sfera.unife.it:11392/2457881","is_oa":false,"landing_page_url":"http://hdl.handle.net/11392/2457881","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:iris.unimore.it:11380/1237507","is_oa":true,"landing_page_url":"http://hdl.handle.net/11380/1237507","pdf_url":null,"source":{"id":"https://openalex.org/S4306400718","display_name":"IRIS UNIMORE (University of Modena and Reggio Emilia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122346577","host_organization_name":"University of Modena and Reggio Emilia","host_organization_lineage":["https://openalex.org/I122346577"],"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":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2093575660","https://openalex.org/W2182853125","https://openalex.org/W2739680746","https://openalex.org/W2963312217","https://openalex.org/W2963433607","https://openalex.org/W3006104067"],"related_works":["https://openalex.org/W2811217697","https://openalex.org/W4385644471","https://openalex.org/W4320495396","https://openalex.org/W4295266778","https://openalex.org/W4224283687","https://openalex.org/W2564172750","https://openalex.org/W2041341337","https://openalex.org/W2037966176","https://openalex.org/W2075334256","https://openalex.org/W2372778757"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":5}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2021-01-18T00:00:00"}