{"id":"https://openalex.org/W4385232444","doi":"https://doi.org/10.1109/jsait.2023.3298362","title":"Machine Learning-Aided Efficient Decoding of Reed\u2013Muller Subcodes","display_name":"Machine Learning-Aided Efficient Decoding of Reed\u2013Muller Subcodes","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4385232444","doi":"https://doi.org/10.1109/jsait.2023.3298362"},"language":"en","primary_location":{"id":"doi:10.1109/jsait.2023.3298362","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jsait.2023.3298362","pdf_url":null,"source":{"id":"https://openalex.org/S4210211895","display_name":"IEEE Journal on Selected Areas in Information Theory","issn_l":"2641-8770","issn":["2641-8770"],"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 Journal on Selected Areas in Information Theory","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/244546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088051341","display_name":"Mohammad Vahid Jamali","orcid":"https://orcid.org/0000-0002-5007-0221"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mohammad Vahid Jamali","raw_affiliation_strings":["Electrical Engineering and Computer Science Department, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science Department, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101485314","display_name":"Xiyang Liu","orcid":"https://orcid.org/0000-0003-1120-6584"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiyang Liu","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050142356","display_name":"Ashok Vardhan Makkuva","orcid":"https://orcid.org/0000-0001-6501-9384"},"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":"Ashok Vardhan Makkuva","raw_affiliation_strings":["School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland","School of Computer and Communication Sciences at EPFL, Lausanne, Switzerland"],"affiliations":[{"raw_affiliation_string":"School of Computer and Communication Sciences, EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"School of Computer and Communication Sciences at EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056299839","display_name":"Hessam Mahdavifar","orcid":"https://orcid.org/0000-0001-9021-1992"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan\u2013Ann Arbor","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hessam Mahdavifar","raw_affiliation_strings":["Electrical Engineering and Computer Science Department, University of Michigan, Ann Arbor, MI, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science Department, University of Michigan, Ann Arbor, MI, USA","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028243041","display_name":"Sewoong Oh","orcid":"https://orcid.org/0000-0002-8975-8306"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sewoong Oh","raw_affiliation_strings":["Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Paul G. Allen School of Computer Science and Engineering, University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053980484","display_name":"Pramod Viswanath","orcid":"https://orcid.org/0000-0003-3171-8667"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod Viswanath","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Princeton University, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5088051341"],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.4018,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60423971,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4","issue":null,"first_page":"260","last_page":"275"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12029","display_name":"DNA and Biological Computing","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11130","display_name":"Coding theory and cryptography","score":0.9973999857902527,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.8200273513793945},{"id":"https://openalex.org/keywords/list-decoding","display_name":"List decoding","score":0.6375508308410645},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.6044869422912598},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5970807671546936},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5370267033576965},{"id":"https://openalex.org/keywords/sequential-decoding","display_name":"Sequential decoding","score":0.528428852558136},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5199047923088074},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.46050047874450684},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4461438059806824},{"id":"https://openalex.org/keywords/concatenated-error-correction-code","display_name":"Concatenated error correction code","score":0.20690909028053284},{"id":"https://openalex.org/keywords/block-code","display_name":"Block code","score":0.10895666480064392}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8200273513793945},{"id":"https://openalex.org/C204397858","wikidata":"https://www.wikidata.org/wiki/Q4437907","display_name":"List decoding","level":5,"score":0.6375508308410645},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.6044869422912598},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5970807671546936},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5370267033576965},{"id":"https://openalex.org/C193969084","wikidata":"https://www.wikidata.org/wiki/Q7452500","display_name":"Sequential decoding","level":4,"score":0.528428852558136},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5199047923088074},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.46050047874450684},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4461438059806824},{"id":"https://openalex.org/C78944582","wikidata":"https://www.wikidata.org/wiki/Q5158264","display_name":"Concatenated error correction code","level":4,"score":0.20690909028053284},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.10895666480064392},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jsait.2023.3298362","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jsait.2023.3298362","pdf_url":null,"source":{"id":"https://openalex.org/S4210211895","display_name":"IEEE Journal on Selected Areas in Information Theory","issn_l":"2641-8770","issn":["2641-8770"],"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 Journal on Selected Areas in Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/244546","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/244546","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:20.500.14299/244546","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/244546","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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7599999904632568,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G2024648934","display_name":null,"funder_award_id":"CCF-1941633","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2417112743","display_name":null,"funder_award_id":"W911NF-18-1-0332","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G4307121982","display_name":null,"funder_award_id":"CNS-2002932","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6905200595","display_name":null,"funder_award_id":"CCF-2312753","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7481335709","display_name":null,"funder_award_id":"CCF-2312752","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1606480398","https://openalex.org/W2004229705","https://openalex.org/W2025948462","https://openalex.org/W2030633623","https://openalex.org/W2100852839","https://openalex.org/W2103524940","https://openalex.org/W2111481360","https://openalex.org/W2121417875","https://openalex.org/W2121498709","https://openalex.org/W2126309563","https://openalex.org/W2142693450","https://openalex.org/W2149250337","https://openalex.org/W2150498905","https://openalex.org/W2164368671","https://openalex.org/W2584943905","https://openalex.org/W2589095445","https://openalex.org/W2734408173","https://openalex.org/W2964292940","https://openalex.org/W2964317445","https://openalex.org/W2970982053","https://openalex.org/W3005799687","https://openalex.org/W3009999666","https://openalex.org/W3015658753","https://openalex.org/W3022249012","https://openalex.org/W3103465225","https://openalex.org/W3196996832","https://openalex.org/W3198668109","https://openalex.org/W3208419198","https://openalex.org/W4206973523","https://openalex.org/W4283206355","https://openalex.org/W4287019342","https://openalex.org/W4290996380","https://openalex.org/W4290996444","https://openalex.org/W4361806525","https://openalex.org/W6631190155","https://openalex.org/W6682299005","https://openalex.org/W6767478059","https://openalex.org/W6786169801","https://openalex.org/W6786406327","https://openalex.org/W6796904836","https://openalex.org/W6803084894","https://openalex.org/W6810449400","https://openalex.org/W6841354097","https://openalex.org/W6851113201"],"related_works":["https://openalex.org/W4205451769","https://openalex.org/W3017203753","https://openalex.org/W2385322349","https://openalex.org/W2348545647","https://openalex.org/W2052976169","https://openalex.org/W2369600518","https://openalex.org/W2029144766","https://openalex.org/W2089275957","https://openalex.org/W2983681086","https://openalex.org/W2964031101"],"abstract_inverted_index":{"Reed-Muller":[0],"(RM)":[1],"codes":[2,24,44,70,83],"achieve":[3],"the":[4,90,99,115,120,134,147,173,186,202,205,235],"capacity":[5],"of":[6,22,27,49,81,101,124,136,169,188,196,204,242],"general":[7,39],"binary-input":[8],"memoryless":[9],"symmetric":[10],"channels":[11],"and":[12,60,213],"are":[13,33,66],"conjectured":[14],"to":[15,20,94,106,113,162,185,221,234],"have":[16],"a":[17,141,153,157,192,223,239],"comparable":[18],"performance":[19,135,187,231],"that":[21,129,171,201],"random":[23],"in":[25,207],"terms":[26],"scaling":[28],"laws.":[29],"However,":[30],"such":[31,53],"results":[32],"established":[34],"assuming":[35],"maximum-likelihood":[36],"decoders":[37,52,65],"for":[38,68,155,164],"code":[40],"parameters.":[41],"Also,":[42],"RM":[43,69,82,95,209],"only":[45,131],"admit":[46],"limited":[47],"sets":[48,168],"rates.":[50,86],"Efficient":[51],"as":[54,107],"successive":[55],"cancellation":[56],"list":[57],"(SCL)":[58],"decoder":[59],"recently-introduced":[61],"recursive":[62],"projection-aggregation":[63],"(RPA)":[64],"available":[67],"at":[71],"finite":[72],"lengths.":[73],"In":[74],"this":[75],"paper,":[76],"we":[77,109,118,150],"focus":[78],"on":[79],"subcodes":[80,210],"with":[84,191,229],"flexible":[85],"We":[87,198],"first":[88],"extend":[89],"RPA":[91],"decoding":[92,103,143,174,190,208],"algorithm":[93],"subcodes.":[96],"To":[97],"lower":[98],"complexity":[100],"our":[102,125,178,214],"algorithm,":[104,126,149],"referred":[105],"subRPA,":[108],"investigate":[110],"different":[111],"approaches":[112],"prune":[114],"projections.":[116,197,243],"Next,":[117],"derive":[119],"soft-decision":[121],"based":[122],"version":[123],"called":[127],"soft-subRPA,":[128],"not":[130],"improves":[132],"upon":[133,146],"subRPA":[137],"but":[138],"also":[139,199],"enables":[140,181],"differentiable":[142],"algorithm.":[144],"Building":[145],"soft-subRPA":[148],"then":[151],"provide":[152],"framework":[154],"training":[156],"machine":[158],"learning":[159],"(ML)":[160],"model":[161,180],"search":[163],"<italic":[165,224],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[166,225],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">good</i>":[167,226],"projections":[170,206],"minimize":[172],"error":[175],"rate.":[176],"Training":[177],"ML":[179],"achieving":[182],"very":[183],"close":[184],"full-projection":[189,236],"significantly":[193],"smaller":[194],"number":[195,241],"show":[200],"choice":[203],"matters":[211],"significantly,":[212],"ML-aided":[215],"projection":[216],"pruning":[217],"scheme":[218],"is":[219],"able":[220],"find":[222],"selection,":[227],"i.e.,":[228],"negligible":[230],"degradation":[232],"compared":[233],"case,":[237],"given":[238],"reasonable":[240]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
