{"id":"https://openalex.org/W3012632571","doi":"https://doi.org/10.1109/tnnls.2020.2978761","title":"Kernelized Sparse Bayesian Matrix Factorization","display_name":"Kernelized Sparse Bayesian Matrix Factorization","publication_year":2020,"publication_date":"2020-03-24","ids":{"openalex":"https://openalex.org/W3012632571","doi":"https://doi.org/10.1109/tnnls.2020.2978761","mag":"3012632571","pmid":"https://pubmed.ncbi.nlm.nih.gov/32203037"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2020.2978761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2020.2978761","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://lirias.kuleuven.be/bitstream/123456789/650743/2/19-63.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086161234","display_name":"Caoyuan Li","orcid":"https://orcid.org/0000-0001-6600-2664"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["AU","CN"],"is_corresponding":true,"raw_author_name":"Caoyuan Li","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology Sydney (UTS), Ultimo, NSW, Australia","School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney (UTS), Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"School of Computer Science and Technology, Beijing Institute of Technology (BIT), Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863243","display_name":"Hong-Bo Xie","orcid":"https://orcid.org/0000-0002-7739-3047"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I4210123005","display_name":"ARC Centre of Excellence for Mathematical and Statistical Frontiers","ror":"https://ror.org/02vcqg248","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165779595","https://openalex.org/I2801453606","https://openalex.org/I4210123005","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hong-Bo Xie","raw_affiliation_strings":["ARC Centre of Excellence for Mathematical and Statistical Frontiers, Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"ARC Centre of Excellence for Mathematical and Statistical Frontiers, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I4210123005","https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102795366","display_name":"Xuhui Fan","orcid":"https://orcid.org/0000-0002-7558-7200"},"institutions":[{"id":"https://openalex.org/I31746571","display_name":"UNSW Sydney","ror":"https://ror.org/03r8z3t63","country_code":"AU","type":"education","lineage":["https://openalex.org/I31746571"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xuhui Fan","raw_affiliation_strings":["School of Mathematics and Statistics, University of New South Wales, Sydney, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, University of New South Wales, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I31746571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073709711","display_name":"Richard Yi Da Xu","orcid":"https://orcid.org/0000-0003-2080-4762"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Richard Yi Da Xu","raw_affiliation_strings":["Faculty of Engineering and Information Technology, University of Technology Sydney (UTS), Ultimo, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Information Technology, University of Technology Sydney (UTS), Ultimo, NSW, Australia","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049055621","display_name":"Sabine Van Huffel","orcid":"https://orcid.org/0000-0001-5939-0996"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Sabine Van Huffel","raw_affiliation_strings":["ESAT-Stadius Division, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"ESAT-Stadius Division, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001588690","display_name":"Kerrie Mengersen","orcid":"https://orcid.org/0000-0001-8625-9168"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]},{"id":"https://openalex.org/I4210123005","display_name":"ARC Centre of Excellence for Mathematical and Statistical Frontiers","ror":"https://ror.org/02vcqg248","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165779595","https://openalex.org/I2801453606","https://openalex.org/I4210123005","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kerrie Mengersen","raw_affiliation_strings":["ARC Centre of Excellence for Mathematical and Statistical Frontiers, Queensland University of Technology, Brisbane, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"ARC Centre of Excellence for Mathematical and Statistical Frontiers, Queensland University of Technology, Brisbane, QLD, Australia","institution_ids":["https://openalex.org/I4210123005","https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5086161234"],"corresponding_institution_ids":["https://openalex.org/I114017466","https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":1.6169,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.80325234,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"32","issue":"1","first_page":"391","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6789756417274475},{"id":"https://openalex.org/keywords/bayesian-inference","display_name":"Bayesian inference","score":0.5767719745635986},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.5582597255706787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5300405025482178},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5263891220092773},{"id":"https://openalex.org/keywords/sparse-matrix","display_name":"Sparse matrix","score":0.5194441676139832},{"id":"https://openalex.org/keywords/matrix-completion","display_name":"Matrix completion","score":0.48334142565727234},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.469348281621933},{"id":"https://openalex.org/keywords/sparse-approximation","display_name":"Sparse approximation","score":0.4647960066795349},{"id":"https://openalex.org/keywords/rank","display_name":"Rank (graph theory)","score":0.42400503158569336},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38174837827682495},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.27735158801078796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20579424500465393}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6789756417274475},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.5767719745635986},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.5582597255706787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5300405025482178},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5263891220092773},{"id":"https://openalex.org/C56372850","wikidata":"https://www.wikidata.org/wiki/Q1050404","display_name":"Sparse matrix","level":3,"score":0.5194441676139832},{"id":"https://openalex.org/C2778459887","wikidata":"https://www.wikidata.org/wiki/Q6787865","display_name":"Matrix completion","level":3,"score":0.48334142565727234},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.469348281621933},{"id":"https://openalex.org/C124066611","wikidata":"https://www.wikidata.org/wiki/Q28684319","display_name":"Sparse approximation","level":2,"score":0.4647960066795349},{"id":"https://openalex.org/C164226766","wikidata":"https://www.wikidata.org/wiki/Q7293202","display_name":"Rank (graph theory)","level":2,"score":0.42400503158569336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38174837827682495},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.27735158801078796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20579424500465393},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tnnls.2020.2978761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2020.2978761","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:32203037","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32203037","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null},{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/650743","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/650743/2/19-63.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"Ieee Transactions On Neural Networks And Learning Systems, vol. 32 (1), (391-404)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/146415","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/146415","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:uon:42024","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.13/1443527","pdf_url":null,"source":{"id":"https://openalex.org/S4377196471","display_name":"NOVA (University of Newcastle Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I78757542","host_organization_name":"University of Newcastle Australia","host_organization_lineage":["https://openalex.org/I78757542"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:lirias2repo.kuleuven.be:123456789/650743","is_oa":true,"landing_page_url":"https://lirias.kuleuven.be/bitstream/123456789/650743/2/19-63.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"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":"Ieee Transactions On Neural Networks And Learning Systems, vol. 32 (1), (391-404)","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8299999833106995,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1563739387","https://openalex.org/W1567512734","https://openalex.org/W1663973292","https://openalex.org/W1715998497","https://openalex.org/W1985396125","https://openalex.org/W1997201895","https://openalex.org/W2011359124","https://openalex.org/W2013715930","https://openalex.org/W2016891207","https://openalex.org/W2035463970","https://openalex.org/W2045112400","https://openalex.org/W2045377163","https://openalex.org/W2045737896","https://openalex.org/W2048695508","https://openalex.org/W2049588365","https://openalex.org/W2053514113","https://openalex.org/W2054366734","https://openalex.org/W2056370875","https://openalex.org/W2058005980","https://openalex.org/W2086962710","https://openalex.org/W2111861511","https://openalex.org/W2116542188","https://openalex.org/W2121433185","https://openalex.org/W2133665775","https://openalex.org/W2137084389","https://openalex.org/W2139762415","https://openalex.org/W2150594776","https://openalex.org/W2170551306","https://openalex.org/W2268674159","https://openalex.org/W2325229621","https://openalex.org/W2397024933","https://openalex.org/W2403959208","https://openalex.org/W2463344124","https://openalex.org/W2519022675","https://openalex.org/W2532858102","https://openalex.org/W2557514016","https://openalex.org/W2581320194","https://openalex.org/W2613645387","https://openalex.org/W2616414490","https://openalex.org/W2624752195","https://openalex.org/W2728962462","https://openalex.org/W2743958423","https://openalex.org/W2750342461","https://openalex.org/W2750458177","https://openalex.org/W2781005404","https://openalex.org/W2791146972","https://openalex.org/W2796102628","https://openalex.org/W2801913199","https://openalex.org/W2808373515","https://openalex.org/W2896184058","https://openalex.org/W2918590552","https://openalex.org/W2962702353","https://openalex.org/W2962711020","https://openalex.org/W2963762195","https://openalex.org/W3111652977","https://openalex.org/W4212863985","https://openalex.org/W6633760862","https://openalex.org/W6678233195","https://openalex.org/W6712559001","https://openalex.org/W6719125306","https://openalex.org/W6750601951"],"related_works":["https://openalex.org/W3103289951","https://openalex.org/W2091883426","https://openalex.org/W2174948646","https://openalex.org/W3173235360","https://openalex.org/W4294691692","https://openalex.org/W2024017047","https://openalex.org/W4318256793","https://openalex.org/W2789229307","https://openalex.org/W2594370889","https://openalex.org/W2390720471"],"abstract_inverted_index":{"Extracting":[0],"low-rank":[1,32],"and/or":[2],"sparse":[3,106,142],"structures":[4],"using":[5,129],"matrix":[6,19,68,108],"factorization":[7,20,109],"techniques":[8],"has":[9,36],"been":[10,37],"extensively":[11],"studied":[12],"in":[13],"the":[14,31,41,61,66,79,93,120,126,130,136,159,162,182],"machine":[15,51],"learning":[16,144],"community.":[17],"Kernelized":[18],"(KMF)":[21],"is":[22],"a":[23,70,103],"powerful":[24],"tool":[25],"to":[26,39,76,112,167],"incorporate":[27],"side":[28,114],"information":[29],"into":[30],"approximation":[33],"model,":[34],"which":[35],"applied":[38],"solve":[40],"problems":[42],"of":[43,65,86,192],"data":[44,67],"mining,":[45],"recommender":[46],"systems,":[47],"image":[48,164,172],"restoration,":[49],"and":[50,63,74,122,145,174],"vision.":[52],"However,":[53],"most":[54],"existing":[55,87],"KMF":[56],"models":[57,88],"rely":[58],"on":[59,90,152],"specifying":[60],"rows":[62],"columns":[64],"through":[69,141,148],"Gaussian":[71],"process":[72],"prior":[73],"have":[75],"tune":[77],"manually":[78],"rank.":[80],"There":[81],"are":[82],"also":[83],"computational":[84],"issues":[85],"based":[89],"regularization":[91],"or":[92],"Markov":[94],"chain":[95],"Monte":[96],"Carlo.":[97],"In":[98,134],"this":[99],"article,":[100],"we":[101],"develop":[102,168],"hierarchical":[104],"kernelized":[105],"Bayesian":[107,132,143],"(KSBMF)":[110],"model":[111,137],"integrate":[113],"information.":[115],"The":[116],"KSBMF":[117,160,180],"automatically":[118],"infers":[119],"parameters":[121],"latent":[123,153],"variables":[124],"including":[125],"reduced":[127],"rank":[128],"variational":[131],"inference.":[133],"addition,":[135],"simultaneously":[138],"achieves":[139],"low-rankness":[140],"columnwise":[146],"sparsity":[147],"an":[149],"enforced":[150],"constraint":[151],"factor":[154],"matrices.":[155],"We":[156],"further":[157],"connect":[158],"with":[161],"nonlocal":[163],"processing":[165],"framework":[166],"two":[169],"algorithms":[170],"for":[171,185],"denoising":[173],"inpainting.":[175],"Experimental":[176],"results":[177],"demonstrate":[178],"that":[179],"outperforms":[181],"state-of-the-art":[183],"approaches":[184],"these":[186],"image-restoration":[187],"tasks":[188],"under":[189],"various":[190],"levels":[191],"corruption.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
