{"id":"https://openalex.org/W4403231448","doi":"https://doi.org/10.1137/23m1571836","title":"Stochastic Variance-Reduced Majorization-Minimization Algorithms","display_name":"Stochastic Variance-Reduced Majorization-Minimization Algorithms","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403231448","doi":"https://doi.org/10.1137/23m1571836"},"language":"en","primary_location":{"id":"doi:10.1137/23m1571836","is_oa":true,"landing_page_url":"https://doi.org/10.1137/23m1571836","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1137/23m1571836","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070651477","display_name":"Duy Nhat Phan","orcid":"https://orcid.org/0000-0002-7406-8206"},"institutions":[{"id":"https://openalex.org/I127591826","display_name":"University of Dayton","ror":"https://ror.org/021v3qy27","country_code":"US","type":"education","lineage":["https://openalex.org/I127591826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Duy Nhat Phan","raw_affiliation_strings":["University of Dayton Research Institute, University of Dayton, Dayton, OH 45469 USA"],"affiliations":[{"raw_affiliation_string":"University of Dayton Research Institute, University of Dayton, Dayton, OH 45469 USA","institution_ids":["https://openalex.org/I127591826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076283526","display_name":"Sedi Bartz","orcid":"https://orcid.org/0000-0002-2488-0415"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sedi Bartz","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Massachusetts Lowell, Lowell, MA 01854 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Massachusetts Lowell, Lowell, MA 01854 USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036310473","display_name":"Nilabja Guha","orcid":null},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilabja Guha","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Massachusetts Lowell, Lowell, MA 01854 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Massachusetts Lowell, Lowell, MA 01854 USA","institution_ids":["https://openalex.org/I133738476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087304949","display_name":"Hung M. Phan","orcid":"https://orcid.org/0000-0002-5053-3054"},"institutions":[{"id":"https://openalex.org/I133738476","display_name":"University of Massachusetts Lowell","ror":"https://ror.org/03hamhx47","country_code":"US","type":"education","lineage":["https://openalex.org/I133738476"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hung M. Phan","raw_affiliation_strings":["Department of Mathematics and Statistics, University of Massachusetts Lowell, Lowell, MA 01854 USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, University of Massachusetts Lowell, Lowell, MA 01854 USA","institution_ids":["https://openalex.org/I133738476"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070651477"],"corresponding_institution_ids":["https://openalex.org/I127591826"],"apc_list":null,"apc_paid":null,"fwci":0.7907,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68411335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"6","issue":"4","first_page":"926","last_page":"952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9991999864578247,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9973000288009644,"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/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"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/majorization","display_name":"Majorization","score":0.709041178226471},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5653076171875},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.543816864490509},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.5180673599243164},{"id":"https://openalex.org/keywords/variance-reduction","display_name":"Variance reduction","score":0.4888405203819275},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.448906809091568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4043797254562378},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3330226242542267},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32948988676071167},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2594016492366791},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.23513635993003845},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.12972572445869446},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.07697039842605591}],"concepts":[{"id":"https://openalex.org/C2777818330","wikidata":"https://www.wikidata.org/wiki/Q1994695","display_name":"Majorization","level":2,"score":0.709041178226471},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5653076171875},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.543816864490509},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.5180673599243164},{"id":"https://openalex.org/C62644790","wikidata":"https://www.wikidata.org/wiki/Q3454689","display_name":"Variance reduction","level":3,"score":0.4888405203819275},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.448906809091568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4043797254562378},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3330226242542267},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32948988676071167},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2594016492366791},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.23513635993003845},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.12972572445869446},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.07697039842605591},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1137/23m1571836","is_oa":true,"landing_page_url":"https://doi.org/10.1137/23m1571836","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1137/23m1571836","is_oa":true,"landing_page_url":"https://doi.org/10.1137/23m1571836","pdf_url":null,"source":{"id":"https://openalex.org/S4210229561","display_name":"SIAM Journal on Mathematics of Data Science","issn_l":"2577-0187","issn":["2577-0187"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Mathematics of Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G885135403","display_name":null,"funder_award_id":"DMS #2015460","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306164","display_name":"Simons Foundation","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320307897","display_name":"Autodesk","ror":"https://ror.org/00pkt4594"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W205960364","https://openalex.org/W585015008","https://openalex.org/W1512226162","https://openalex.org/W1946620893","https://openalex.org/W1967138577","https://openalex.org/W1990494141","https://openalex.org/W1994616650","https://openalex.org/W1996726072","https://openalex.org/W2009702064","https://openalex.org/W2030161963","https://openalex.org/W2038497950","https://openalex.org/W2039284087","https://openalex.org/W2049633694","https://openalex.org/W2050968963","https://openalex.org/W2100556411","https://openalex.org/W2107861471","https://openalex.org/W2120717492","https://openalex.org/W2567948266","https://openalex.org/W2763081248","https://openalex.org/W2901838001","https://openalex.org/W2942057781","https://openalex.org/W2963156201","https://openalex.org/W2963363119","https://openalex.org/W3082419892","https://openalex.org/W4205203494","https://openalex.org/W4205214044","https://openalex.org/W4210973208","https://openalex.org/W4236218737","https://openalex.org/W4244393449","https://openalex.org/W4285799148","https://openalex.org/W4301187094"],"related_works":["https://openalex.org/W371413493","https://openalex.org/W1988514170","https://openalex.org/W2169816622","https://openalex.org/W2298254442","https://openalex.org/W1997242758","https://openalex.org/W2169367269","https://openalex.org/W2951368390","https://openalex.org/W2291558465","https://openalex.org/W1981992409","https://openalex.org/W2067529449"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
