{"id":"https://openalex.org/W2199097987","doi":"https://doi.org/10.1080/10556788.2016.1278445","title":"Distributed optimization with arbitrary local solvers","display_name":"Distributed optimization with arbitrary local solvers","publication_year":2017,"publication_date":"2017-02-01","ids":{"openalex":"https://openalex.org/W2199097987","doi":"https://doi.org/10.1080/10556788.2016.1278445","mag":"2199097987"},"language":"en","primary_location":{"id":"doi:10.1080/10556788.2016.1278445","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10556788.2016.1278445","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10556788.2016.1278445?needAccess=true","source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.tandfonline.com/doi/pdf/10.1080/10556788.2016.1278445?needAccess=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101560932","display_name":"Chenxin Ma","orcid":"https://orcid.org/0000-0003-1761-6090"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenxin Ma","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Lehigh University, Bethlehem, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048916516","display_name":"Jakub Kone\u010dn\u00fd","orcid":null},"institutions":[{"id":"https://openalex.org/I3130638677","display_name":"Edinburgh College","ror":"https://ror.org/04vpa6h32","country_code":"GB","type":"education","lineage":["https://openalex.org/I3130638677"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jakub Kone\u010dn\u00fd","raw_affiliation_strings":["School of Mathematics, University of Edinburgh, Old College, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, University of Edinburgh, Old College, Edinburgh, UK","institution_ids":["https://openalex.org/I3130638677","https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073756389","display_name":"Martin Jaggi","orcid":"https://orcid.org/0000-0003-1579-5558"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Martin Jaggi","raw_affiliation_strings":["School of Computer And Communication Sciences, EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer And Communication Sciences, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112800069","display_name":"Virginia Smith","orcid":"https://orcid.org/0000-0002-6404-2395"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Virginia Smith","raw_affiliation_strings":["Division of Computer Science, UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Computer Science, UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049812527","display_name":"Michael I. Jordan","orcid":"https://orcid.org/0000-0001-8935-817X"},"institutions":[{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael I. Jordan","raw_affiliation_strings":["Division of Computer Science, UC Berkeley, Berkeley, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Computer Science, UC Berkeley, Berkeley, CA, USA","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036598221","display_name":"Peter Richt\u00e1rik","orcid":"https://orcid.org/0000-0003-4380-5848"},"institutions":[{"id":"https://openalex.org/I3130638677","display_name":"Edinburgh College","ror":"https://ror.org/04vpa6h32","country_code":"GB","type":"education","lineage":["https://openalex.org/I3130638677"]},{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Richt\u00e1rik","raw_affiliation_strings":["School of Mathematics, University of Edinburgh, Old College, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mathematics, University of Edinburgh, Old College, Edinburgh, UK","institution_ids":["https://openalex.org/I3130638677","https://openalex.org/I98677209"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070679093","display_name":"Martin Tak\u00e1\u010d","orcid":"https://orcid.org/0000-0001-7455-2025"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Martin Tak\u00e1\u010d","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Lehigh University, Bethlehem, PA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5070679093"],"corresponding_institution_ids":["https://openalex.org/I186143895"],"apc_list":null,"apc_paid":{"value":611,"currency":"EUR","value_usd":658},"fwci":12.3616,"has_fulltext":false,"cited_by_count":195,"citation_normalized_percentile":{"value":0.98837142,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"32","issue":"4","first_page":"813","last_page":"848"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9986000061035156,"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":0.9969000220298767,"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/leverage","display_name":"Leverage (statistics)","score":0.811509370803833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7650860548019409},{"id":"https://openalex.org/keywords/solver","display_name":"Solver","score":0.6804065704345703},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5785748958587646},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5435618162155151},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5216063261032104},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.517913281917572},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.42195582389831543},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.19584354758262634},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.1699444055557251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1538112759590149},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1433180868625641}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.811509370803833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7650860548019409},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6804065704345703},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5785748958587646},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5435618162155151},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5216063261032104},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.517913281917572},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.42195582389831543},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.19584354758262634},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.1699444055557251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1538112759590149},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1433180868625641},{"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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/10556788.2016.1278445","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10556788.2016.1278445","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10556788.2016.1278445?needAccess=true","source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-article"},{"id":"pmh:oai:pure.ed.ac.uk:publications/67f1a8eb-5711-40cb-b21a-c79b8016bdaf","is_oa":true,"landing_page_url":"https://www.tandfonline.com/doi/full/10.1080/10556788.2016.1278445","pdf_url":"https://www.pure.ed.ac.uk/ws/files/30901880/Distributed_optimization_with_arbitrary_local_solvers.pdf","source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:infoscience.epfl.ch:229242","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/229242","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pure.ed.ac.uk:openaire/67f1a8eb-5711-40cb-b21a-c79b8016bdaf","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/67f1a8eb-5711-40cb-b21a-c79b8016bdaf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400321","display_name":"Edinburgh Research Explorer (University of Edinburgh)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98677209","host_organization_name":"University of Edinburgh","host_organization_lineage":["https://openalex.org/I98677209"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Ma, C, Konecny, J, Jaggi, M, Smith, V, Jordan, M I, Richt\u00e1rik, P & Tak\u00e1\u010d, M 2017, 'Distributed optimization with arbitrary local solvers', Optimization Methods and Software, vol. 32, no. 4, pp. 813-848. https://doi.org/10.1080/10556788.2016.1278445","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1080/10556788.2016.1278445","is_oa":true,"landing_page_url":"https://doi.org/10.1080/10556788.2016.1278445","pdf_url":"https://www.tandfonline.com/doi/pdf/10.1080/10556788.2016.1278445?needAccess=true","source":{"id":"https://openalex.org/S103047102","display_name":"Optimization methods & software","issn_l":"1026-7670","issn":["1026-7670","1029-4937","1055-6788"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Optimization Methods and Software","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G2942508967","display_name":null,"funder_award_id":"EP/K02325X/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6846214280","display_name":null,"funder_award_id":"EP/N005538/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"},{"id":"https://openalex.org/F4320337253","display_name":"Instituto de Ciencias del Mar y Limnolog\u00eda, Universidad Nacional Aut\u00f3noma de M\u00e9xico","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2199097987.pdf"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W134812657","https://openalex.org/W604534808","https://openalex.org/W1518479949","https://openalex.org/W1594004154","https://openalex.org/W1636243882","https://openalex.org/W1673797905","https://openalex.org/W1697545848","https://openalex.org/W1707676469","https://openalex.org/W1731081199","https://openalex.org/W1813021177","https://openalex.org/W1842705303","https://openalex.org/W1845160311","https://openalex.org/W1939652453","https://openalex.org/W1946315329","https://openalex.org/W1947202642","https://openalex.org/W1968697355","https://openalex.org/W1992208280","https://openalex.org/W1994616650","https://openalex.org/W2000359198","https://openalex.org/W2000769684","https://openalex.org/W2028870622","https://openalex.org/W2032395696","https://openalex.org/W2035233604","https://openalex.org/W2047152541","https://openalex.org/W2076605490","https://openalex.org/W2100556411","https://openalex.org/W2103628399","https://openalex.org/W2106709023","https://openalex.org/W2106955134","https://openalex.org/W2107438106","https://openalex.org/W2108475251","https://openalex.org/W2111453803","https://openalex.org/W2116612304","https://openalex.org/W2117686388","https://openalex.org/W2118545728","https://openalex.org/W2123154536","https://openalex.org/W2129421243","https://openalex.org/W2132291180","https://openalex.org/W2137515395","https://openalex.org/W2144839971","https://openalex.org/W2146068631","https://openalex.org/W2148603752","https://openalex.org/W2150579495","https://openalex.org/W2156779765","https://openalex.org/W2162287622","https://openalex.org/W2164075197","https://openalex.org/W2164278908","https://openalex.org/W2166706236","https://openalex.org/W2195435876","https://openalex.org/W2285130350","https://openalex.org/W2287826714","https://openalex.org/W2298776138","https://openalex.org/W2316564661","https://openalex.org/W2502859043","https://openalex.org/W2510078447","https://openalex.org/W2547193634","https://openalex.org/W2949090471","https://openalex.org/W2951120012","https://openalex.org/W2951781666","https://openalex.org/W2952215077","https://openalex.org/W2962990180","https://openalex.org/W2963156201","https://openalex.org/W2963323648","https://openalex.org/W2963434703","https://openalex.org/W2963813563","https://openalex.org/W2963992805","https://openalex.org/W4292363360"],"related_works":["https://openalex.org/W2186864281","https://openalex.org/W4255427455","https://openalex.org/W1966025497","https://openalex.org/W68941528","https://openalex.org/W4206451355","https://openalex.org/W8322802","https://openalex.org/W314331466","https://openalex.org/W4236696095","https://openalex.org/W2049545441","https://openalex.org/W3143779693"],"abstract_inverted_index":{"With":[0],"the":[1,43,55,96,138],"growth":[2],"of":[3,58,98,140],"data":[4],"and":[5,61,109,146],"necessity":[6],"for":[7,42,90,127,132,158,163],"distributed":[8,24,44,91,118],"optimization":[9,92],"methods,":[10],"solvers":[11,100],"that":[12,74,93,130],"work":[13,27],"well":[14],"on":[15,37,104],"a":[16,88],"single":[17,63,80],"machine":[18,64,81,107],"must":[19],"be":[20,77,102],"re-designed":[21],"to":[22,52,70,76,79,101],"leverage":[23,54],"computation.":[25],"Recent":[26],"in":[28,147],"this":[29,84],"area":[30],"has":[31],"been":[32],"limited":[33],"by":[34],"focusing":[35],"heavily":[36],"developing":[38],"highly":[39],"specific":[40],"methods":[41,48],"environment.":[45],"These":[46],"special-purpose":[47,117],"are":[49,68],"often":[50],"unable":[51,69],"fully":[53],"competitive":[56,112],"performance":[57,113,165],"their":[59],"well-tuned":[60],"customized":[62],"counterparts.":[65],"Further,":[66],"they":[67],"easily":[71],"integrate":[72],"improvements":[73],"continue":[75],"made":[78],"methods.":[82,119],"To":[83],"end,":[85],"we":[86,153],"present":[87],"framework":[89,129],"both":[94,144],"allows":[95],"flexibility":[97],"arbitrary":[99,133],"used":[103],"each":[105],"(single)":[106],"locally":[108],"yet":[110],"maintains":[111],"against":[114],"other":[115],"state-of-the-art":[116],"We":[120,136],"give":[121],"strong":[122],"primal-dual":[123],"convergence":[124],"rate":[125],"guarantees":[126],"our":[128,159],"hold":[131],"local":[134,141],"solvers.":[135],"demonstrate":[137],"impact":[139],"solver":[142],"selection":[143],"theoretically":[145],"an":[148],"extensive":[149],"experimental":[150],"comparison.":[151],"Finally,":[152],"provide":[154],"thorough":[155],"implementation":[156],"details":[157],"framework,":[160],"highlighting":[161],"areas":[162],"practical":[164],"gains.":[166]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":42},{"year":2020,"cited_by_count":35},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2026-05-22T06:13:13.366637","created_date":"2025-10-10T00:00:00"}