{"id":"https://openalex.org/W3180330028","doi":"https://doi.org/10.1109/tci.2021.3094062","title":"Scalable Plug-and-Play ADMM\u00a0With Convergence Guarantees","display_name":"Scalable Plug-and-Play ADMM\u00a0With Convergence Guarantees","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3180330028","doi":"https://doi.org/10.1109/tci.2021.3094062","mag":"3180330028"},"language":"en","primary_location":{"id":"doi:10.1109/tci.2021.3094062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2021.3094062","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1825405","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100772257","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0001-7225-9677"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yu Sun","raw_affiliation_strings":["Department of Computer Science and Enginnering, Washington University in St. Louis, St. Louis, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Enginnering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062050279","display_name":"Zihui Wu","orcid":"https://orcid.org/0000-0002-7622-3548"},"institutions":[{"id":"https://openalex.org/I122411786","display_name":"California Institute of Technology","ror":"https://ror.org/05dxps055","country_code":"US","type":"education","lineage":["https://openalex.org/I122411786"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zihui Wu","raw_affiliation_strings":["Department of Computer Science, California Institute of Technology, Pasadena, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, California Institute of Technology, Pasadena, CA, USA","institution_ids":["https://openalex.org/I122411786"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101423444","display_name":"Xiaojian Xu","orcid":"https://orcid.org/0000-0002-5264-8963"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaojian Xu","raw_affiliation_strings":["Department of Computer Science and Enginnering, Washington University in St. Louis, St. Louis, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Enginnering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015244709","display_name":"Brendt Wohlberg","orcid":"https://orcid.org/0000-0002-4767-1843"},"institutions":[{"id":"https://openalex.org/I1343871089","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I1343871089","https://openalex.org/I198811213","https://openalex.org/I4210120050"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brendt Wohlberg","raw_affiliation_strings":["Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, USA"],"affiliations":[{"raw_affiliation_string":"Theoretical Division, Los Alamos National Laboratory, Los Alamos, NM, USA","institution_ids":["https://openalex.org/I1343871089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024602237","display_name":"Ulugbek S. Kamilov","orcid":"https://orcid.org/0000-0001-6770-3278"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ulugbek Kamilov","raw_affiliation_strings":["Department of Computer Science and Engineering and the Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering and the Department of Electrical and Systems Engineering, Washington University in St. Louis, St. Louis, MO, USA","institution_ids":["https://openalex.org/I204465549"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100772257"],"corresponding_institution_ids":["https://openalex.org/I204465549"],"apc_list":null,"apc_paid":null,"fwci":11.7447,"has_fulltext":true,"cited_by_count":89,"citation_normalized_percentile":{"value":0.9945093,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"849","last_page":"863"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"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":1.0,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.8226528167724609},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7434729933738708},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6963950395584106},{"id":"https://openalex.org/keywords/prior-probability","display_name":"Prior probability","score":0.5787288546562195},{"id":"https://openalex.org/keywords/fidelity","display_name":"Fidelity","score":0.47071951627731323},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4582795798778534},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.44449907541275024},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42319613695144653},{"id":"https://openalex.org/keywords/plug-and-play","display_name":"Plug and play","score":0.4105564057826996},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3374881446361542},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33006638288497925},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3253769278526306},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1505368947982788},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.14427557587623596}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8226528167724609},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7434729933738708},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6963950395584106},{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.5787288546562195},{"id":"https://openalex.org/C2776459999","wikidata":"https://www.wikidata.org/wiki/Q2119376","display_name":"Fidelity","level":2,"score":0.47071951627731323},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4582795798778534},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.44449907541275024},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42319613695144653},{"id":"https://openalex.org/C2780070844","wikidata":"https://www.wikidata.org/wiki/Q857815","display_name":"Plug and play","level":2,"score":0.4105564057826996},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3374881446361542},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33006638288497925},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3253769278526306},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1505368947982788},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.14427557587623596},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tci.2021.3094062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tci.2021.3094062","pdf_url":null,"source":{"id":"https://openalex.org/S4210233665","display_name":"IEEE Transactions on Computational Imaging","issn_l":"2333-9403","issn":["2333-9403","2573-0436"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computational Imaging","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1825405","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1825405","pdf_url":"https://www.osti.gov/servlets/purl/1825405","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:authors.library.caltech.edu:111155","is_oa":false,"landing_page_url":"https://authors.library.caltech.edu/111155/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402161","display_name":"CaltechAUTHORS (California Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I122411786","host_organization_name":"California Institute of Technology","host_organization_lineage":["https://openalex.org/I122411786"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":{"id":"pmh:oai:osti.gov:1825405","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1825405","pdf_url":"https://www.osti.gov/servlets/purl/1825405","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1127810244","display_name":null,"funder_award_id":"89233218CNA0000","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1406813184","display_name":null,"funder_award_id":"89233218CNA000","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G216489703","display_name":null,"funder_award_id":"89233218CNA00000","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G2320802196","display_name":null,"funder_award_id":"CCF-1813910","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3091951167","display_name":null,"funder_award_id":"CCF-1813910","funder_id":"https://openalex.org/F4320335353","funder_display_name":"National Science Foundation of Sri Lanka"},{"id":"https://openalex.org/G3359278407","display_name":null,"funder_award_id":"9233218CNA000001","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G3793674015","display_name":null,"funder_award_id":"9233218CNA000001","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G4950733632","display_name":null,"funder_award_id":"000001","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5627623266","display_name":"CIF: Small: Collaborative Research: Signal Processing for Nonlinear Diffractive Imaging: Acquisition, Reconstruction, and Applications","funder_award_id":"1813910","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5921281487","display_name":null,"funder_award_id":"number","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6083127429","display_name":null,"funder_award_id":"00001","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6387710405","display_name":null,"funder_award_id":"9233218CNA00000","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G6755165505","display_name":null,"funder_award_id":"award","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6995210142","display_name":null,"funder_award_id":"89233218CNA000001","funder_id":"https://openalex.org/F4320332369","funder_display_name":"National Nuclear Security Administration"},{"id":"https://openalex.org/G7038891139","display_name":null,"funder_award_id":"89233218","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G70659677","display_name":null,"funder_award_id":"89233218CNA000001","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7340972926","display_name":null,"funder_award_id":"other","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7452998910","display_name":null,"funder_award_id":"00000","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7500863821","display_name":null,"funder_award_id":"89233218CNA000001","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G7851296133","display_name":null,"funder_award_id":"9233218CNA000001","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G802336593","display_name":null,"funder_award_id":"20200061DR","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8659807574","display_name":null,"funder_award_id":"89233218CNA000001","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8803809456","display_name":null,"funder_award_id":"89233218CNA00000","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G996238640","display_name":null,"funder_award_id":"89233218CNA00000","funder_id":"https://openalex.org/F4320338304","funder_display_name":"Los Alamos National Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332369","display_name":"National Nuclear Security Administration","ror":"https://ror.org/03sk1we31"},{"id":"https://openalex.org/F4320335353","display_name":"National Science Foundation of Sri Lanka","ror":"https://ror.org/010xaa060"},{"id":"https://openalex.org/F4320338304","display_name":"Los Alamos National Laboratory","ror":"https://ror.org/01e41cf67"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3180330028.pdf","grobid_xml":"https://content.openalex.org/works/W3180330028.grobid-xml"},"referenced_works_count":149,"referenced_works":["https://openalex.org/W25321933","https://openalex.org/W205960364","https://openalex.org/W284368147","https://openalex.org/W1494951781","https://openalex.org/W1522301498","https://openalex.org/W1563975843","https://openalex.org/W1965875863","https://openalex.org/W1973823738","https://openalex.org/W1980003430","https://openalex.org/W2005089986","https://openalex.org/W2016999436","https://openalex.org/W2021345820","https://openalex.org/W2021636606","https://openalex.org/W2056370875","https://openalex.org/W2058532290","https://openalex.org/W2067689904","https://openalex.org/W2073750241","https://openalex.org/W2087416986","https://openalex.org/W2100367199","https://openalex.org/W2100556411","https://openalex.org/W2100705753","https://openalex.org/W2110505738","https://openalex.org/W2115706991","https://openalex.org/W2118550318","https://openalex.org/W2121927366","https://openalex.org/W2138646635","https://openalex.org/W2138972044","https://openalex.org/W2142224912","https://openalex.org/W2145096794","https://openalex.org/W2164278908","https://openalex.org/W2165644552","https://openalex.org/W2171837816","https://openalex.org/W2190662802","https://openalex.org/W2261975831","https://openalex.org/W2273561594","https://openalex.org/W2296055064","https://openalex.org/W2296616510","https://openalex.org/W2398274324","https://openalex.org/W2508457857","https://openalex.org/W2509193460","https://openalex.org/W2510516734","https://openalex.org/W2527014307","https://openalex.org/W2554591675","https://openalex.org/W2573726823","https://openalex.org/W2613155248","https://openalex.org/W2762527076","https://openalex.org/W2762685704","https://openalex.org/W2765431787","https://openalex.org/W2782977076","https://openalex.org/W2784344583","https://openalex.org/W2785678896","https://openalex.org/W2787812201","https://openalex.org/W2787898208","https://openalex.org/W2798559986","https://openalex.org/W2803968356","https://openalex.org/W2805167149","https://openalex.org/W2810458093","https://openalex.org/W2884132298","https://openalex.org/W2885076424","https://openalex.org/W2889700716","https://openalex.org/W2889923760","https://openalex.org/W2913535645","https://openalex.org/W2917358381","https://openalex.org/W2921315797","https://openalex.org/W2945291039","https://openalex.org/W2945566309","https://openalex.org/W2949128855","https://openalex.org/W2949440985","https://openalex.org/W2954350255","https://openalex.org/W2962840844","https://openalex.org/W2963299521","https://openalex.org/W2963391718","https://openalex.org/W2963424732","https://openalex.org/W2963433607","https://openalex.org/W2963528163","https://openalex.org/W2963676935","https://openalex.org/W2963774720","https://openalex.org/W2963814976","https://openalex.org/W2963836885","https://openalex.org/W2963840043","https://openalex.org/W2964064266","https://openalex.org/W2964121744","https://openalex.org/W2964188306","https://openalex.org/W2964215687","https://openalex.org/W2970109978","https://openalex.org/W2970295501","https://openalex.org/W2970620827","https://openalex.org/W2980149757","https://openalex.org/W2982258910","https://openalex.org/W2997862893","https://openalex.org/W2998521684","https://openalex.org/W2999778662","https://openalex.org/W3001554227","https://openalex.org/W3016440669","https://openalex.org/W3021094251","https://openalex.org/W3024822880","https://openalex.org/W3026405885","https://openalex.org/W3033189006","https://openalex.org/W3034925446","https://openalex.org/W3046819731","https://openalex.org/W3090379406","https://openalex.org/W3098900881","https://openalex.org/W3098933358","https://openalex.org/W3099887894","https://openalex.org/W3101311698","https://openalex.org/W3102025760","https://openalex.org/W3102442912","https://openalex.org/W3102861786","https://openalex.org/W3105425607","https://openalex.org/W3105776658","https://openalex.org/W3127750598","https://openalex.org/W3166469601","https://openalex.org/W3171539944","https://openalex.org/W3188921881","https://openalex.org/W3213555581","https://openalex.org/W4241652050","https://openalex.org/W4242059867","https://openalex.org/W4250955649","https://openalex.org/W4288409091","https://openalex.org/W4292363360","https://openalex.org/W4294285296","https://openalex.org/W4297979842","https://openalex.org/W4317466250","https://openalex.org/W6601023912","https://openalex.org/W6610281778","https://openalex.org/W6631190155","https://openalex.org/W6633789451","https://openalex.org/W6680610635","https://openalex.org/W6684671274","https://openalex.org/W6712355330","https://openalex.org/W6725009606","https://openalex.org/W6726020465","https://openalex.org/W6744107740","https://openalex.org/W6748582592","https://openalex.org/W6751707404","https://openalex.org/W6752664415","https://openalex.org/W6753088188","https://openalex.org/W6753411400","https://openalex.org/W6753664474","https://openalex.org/W6760007578","https://openalex.org/W6760820039","https://openalex.org/W6762438721","https://openalex.org/W6762492139","https://openalex.org/W6762954024","https://openalex.org/W6763711611","https://openalex.org/W6773521587","https://openalex.org/W6774443515","https://openalex.org/W6783534619","https://openalex.org/W6796710793"],"related_works":["https://openalex.org/W4386190339","https://openalex.org/W2968424575","https://openalex.org/W3142333283","https://openalex.org/W2580650124","https://openalex.org/W3122088529","https://openalex.org/W3041320102","https://openalex.org/W2111669074","https://openalex.org/W2085259108","https://openalex.org/W3123087812","https://openalex.org/W2071416974"],"abstract_inverted_index":{"Plug-and-play":[0],"priors":[1,15],"(PnP)":[2],"is":[3],"a":[4,37,81,94],"broadly":[5],"applicable":[6],"methodology":[7],"for":[8],"solving":[9],"inverse":[10],"problems":[11,79],"by":[12,64],"exploiting":[13],"statistical":[14],"specified":[16],"as":[17,34],"denoisers.":[18],"Recent":[19],"work":[20,60],"has":[21],"reported":[22],"the":[23,70,88,91,104,109],"state-of-the-art":[24],"performance":[25],"of":[26,39,69,90,96,111,136],"PnP":[27,44,129],"algorithms":[28,45],"using":[29],"pre-trained":[30],"deep":[31,119],"neural":[32,120],"nets":[33],"denoisers":[35],"in":[36,48,103,134],"number":[38,83],"imaging":[40],"applications.":[41],"However,":[42],"current":[43],"are":[46],"impractical":[47],"large-scale":[49],"settings":[50],"due":[51],"to":[52,78,127],"their":[53],"heavy":[54],"computational":[55],"and":[56,118,131,138],"memory":[57],"requirements.":[58],"This":[59],"addresses":[61],"this":[62],"issue":[63],"proposing":[65],"an":[66],"incremental":[67],"variant":[68],"widely":[71],"used":[72],"PnP-ADMM":[73],"algorithm,":[74],"making":[75],"it":[76],"scalable":[77],"involving":[80],"large":[82],"measurements.":[84],"We":[85],"theoretically":[86],"analyze":[87],"convergence":[89,125],"algorithm":[92,113],"under":[93],"set":[95],"explicit":[97],"assumptions,":[98],"extending":[99],"recent":[100],"theoretical":[101],"results":[102],"area.":[105],"Additionally,":[106],"we":[107],"show":[108],"effectiveness":[110],"our":[112],"with":[114],"nonsmooth":[115],"data-fidelity":[116],"terms":[117,135],"net":[121],"priors,":[122],"its":[123,132],"fast":[124],"compared":[126],"existing":[128],"algorithms,":[130],"scalability":[133],"speed":[137],"memory.":[139]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}