{"id":"https://openalex.org/W3198149474","doi":"https://doi.org/10.1109/isit45174.2021.9517716","title":"Bayes-Optimal Convolutional AMP","display_name":"Bayes-Optimal Convolutional AMP","publication_year":2021,"publication_date":"2021-07-12","ids":{"openalex":"https://openalex.org/W3198149474","doi":"https://doi.org/10.1109/isit45174.2021.9517716","mag":"3198149474"},"language":"en","primary_location":{"id":"doi:10.1109/isit45174.2021.9517716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101910059","display_name":"Keigo Takeuchi","orcid":"https://orcid.org/0000-0003-3921-7082"},"institutions":[{"id":"https://openalex.org/I136259955","display_name":"Toyohashi University of Technology","ror":"https://ror.org/04ezg6d83","country_code":"JP","type":"education","lineage":["https://openalex.org/I136259955"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Keigo Takeuchi","raw_affiliation_strings":["Toyohashi University of Technology,Dept. Electrical and Electronic Information Eng.,Toyohashi,Japan,441-8580","Dept. Electrical and Electronic Information Eng., Toyohashi University of Technology, Toyohashi, Japan"],"affiliations":[{"raw_affiliation_string":"Toyohashi University of Technology,Dept. Electrical and Electronic Information Eng.,Toyohashi,Japan,441-8580","institution_ids":["https://openalex.org/I136259955"]},{"raw_affiliation_string":"Dept. Electrical and Electronic Information Eng., Toyohashi University of Technology, Toyohashi, Japan","institution_ids":["https://openalex.org/I136259955"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101910059"],"corresponding_institution_ids":["https://openalex.org/I136259955"],"apc_list":null,"apc_paid":null,"fwci":1.4242,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.7910696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1385","last_page":"1390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T10931","display_name":"Direction-of-Arrival Estimation Techniques","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/bayes-theorem","display_name":"Bayes' theorem","score":0.8343344330787659},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6442150473594666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5198012590408325},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.514514684677124},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4827389121055603},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45285773277282715},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4526590406894684},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.4465465843677521},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4336022436618805},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.36484742164611816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24678871035575867},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.17530164122581482}],"concepts":[{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.8343344330787659},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6442150473594666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5198012590408325},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.514514684677124},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4827389121055603},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45285773277282715},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4526590406894684},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.4465465843677521},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4336022436618805},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.36484742164611816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24678871035575867},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.17530164122581482},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isit45174.2021.9517716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit45174.2021.9517716","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G267258101","display_name":null,"funder_award_id":"Scientific Research (B)","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3236194794","display_name":null,"funder_award_id":"Grant-in-Aid","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G3752252165","display_name":null,"funder_award_id":"18H01441,21H01326","funder_id":"https://openalex.org/F4320320212","funder_display_name":"Japan Society for the Promotion of Science London"},{"id":"https://openalex.org/G3873860014","display_name":null,"funder_award_id":"21H01326","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6216801417","display_name":null,"funder_award_id":"Grant-in-Aid for Scientific Research (B)","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G6820532521","display_name":null,"funder_award_id":"18H01","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7167128334","display_name":null,"funder_award_id":"Grant-in-Aid for Scientific Researc","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G7337825077","display_name":null,"funder_award_id":"Grant-in-Aid for Sc","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G8759943101","display_name":null,"funder_award_id":"rant-in-Aid for Scientific Research","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G976228142","display_name":null,"funder_award_id":"18H01441","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320320212","display_name":"Japan Society for the Promotion of Science London","ror":"https://ror.org/02m7axw05"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1934021597","https://openalex.org/W1984830458","https://openalex.org/W1992036418","https://openalex.org/W2067038358","https://openalex.org/W2081785908","https://openalex.org/W2082029531","https://openalex.org/W2140966562","https://openalex.org/W2145096794","https://openalex.org/W2148486648","https://openalex.org/W2160051394","https://openalex.org/W2228653206","https://openalex.org/W2296616510","https://openalex.org/W2603333836","https://openalex.org/W2610971674","https://openalex.org/W2788412124","https://openalex.org/W2942034734","https://openalex.org/W2945463326","https://openalex.org/W2977180743","https://openalex.org/W2980141162","https://openalex.org/W3008148299","https://openalex.org/W3009717121","https://openalex.org/W3080250514","https://openalex.org/W3098848552","https://openalex.org/W3102677399","https://openalex.org/W3103257261","https://openalex.org/W3103424327","https://openalex.org/W3104075626","https://openalex.org/W3104255649","https://openalex.org/W3173471587","https://openalex.org/W3198389221","https://openalex.org/W4229746864","https://openalex.org/W4248709896","https://openalex.org/W4250955649","https://openalex.org/W4293867785","https://openalex.org/W6640231202","https://openalex.org/W6681107968"],"related_works":["https://openalex.org/W2582753012","https://openalex.org/W1517908938","https://openalex.org/W2012610719","https://openalex.org/W2182785089","https://openalex.org/W1987909119","https://openalex.org/W2009699504","https://openalex.org/W4312178642","https://openalex.org/W4237728685","https://openalex.org/W2357412443","https://openalex.org/W3025407325"],"abstract_inverted_index":{"To":[0],"improve":[1],"the":[2,17,34,51,62,68],"convergence":[3],"property":[4],"of":[5,25],"approximate":[6],"message-passing":[7],"(AMP),":[8],"convolutional":[9],"AMP":[10,21],"(CAMP)":[11],"has":[12],"been":[13],"proposed.":[14],"CAMP":[15,60],"replaces":[16],"Onsager":[18],"correction":[19],"in":[20,27,54],"with":[22,61,76],"a":[23],"convolution":[24],"messages":[26],"all":[28],"preceding":[29],"iterations":[30],"while":[31],"it":[32],"uses":[33],"same":[35],"low-complexity":[36],"matched":[37],"filter":[38],"(MF)":[39],"as":[40],"AMP.":[41],"This":[42],"paper":[43],"derives":[44],"state":[45],"evolution":[46],"(SE)":[47],"equations":[48],"to":[49],"design":[50],"Bayes-optimal":[52,63,65,69],"denoiser":[53],"CAMP.":[55],"Numerical":[56],"results":[57],"imply":[58],"that":[59],"denoiser-called":[64],"CAMP-can":[66],"achieve":[67],"performance":[70],"for":[71],"right-orthogonally":[72],"invariant":[73],"sensing":[74],"matrices":[75],"low-to-moderate":[77],"condition":[78],"numbers.":[79]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}