{"id":"https://openalex.org/W4405908568","doi":"https://doi.org/10.1109/itw61385.2024.10806999","title":"Practical Coding Schemes based on LDPC Codes for Distributed Parametric Regression","display_name":"Practical Coding Schemes based on LDPC Codes for Distributed Parametric Regression","publication_year":2024,"publication_date":"2024-11-24","ids":{"openalex":"https://openalex.org/W4405908568","doi":"https://doi.org/10.1109/itw61385.2024.10806999"},"language":"en","primary_location":{"id":"doi:10.1109/itw61385.2024.10806999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw61385.2024.10806999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5092671600","display_name":"Jiahui Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jiahui Wei","raw_affiliation_strings":["IMT Atlantique, CNRS UMR 6285, Lab-STICC,Brest,France","Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Technopole Brest Iroise CS 83818 29238 BREST cedex 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, CNRS UMR 6285, Lab-STICC,Brest,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Technopole Brest Iroise CS 83818 29238 BREST cedex 3 - France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048379667","display_name":"Elsa Dupraz","orcid":"https://orcid.org/0000-0003-2826-1416"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I4210127572","display_name":"IMT Atlantique","ror":"https://ror.org/030hj3061","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210127572"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Elsa Dupraz","raw_affiliation_strings":["IMT Atlantique, CNRS UMR 6285, Lab-STICC,Brest,France","Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Technopole Brest Iroise CS 83818 29238 BREST cedex 3 - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IMT Atlantique, CNRS UMR 6285, Lab-STICC,Brest,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210127572"]},{"raw_affiliation_string":"Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Technopole Brest Iroise CS 83818 29238 BREST cedex 3 - France)","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017609448","display_name":"Philippe Mary","orcid":"https://orcid.org/0000-0001-7838-564X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I4210100151","display_name":"Institut d'\u00c9lectronique et des Technologies du num\u00e9Rique","ror":"https://ror.org/013q33h79","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210095849","https://openalex.org/I4210100151","https://openalex.org/I56067802","https://openalex.org/I97188460"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Mary","raw_affiliation_strings":["Univ. Rennes, INSA, IETR, UMR CNRS,Rennes,France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Rennes, INSA, IETR, UMR CNRS,Rennes,France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I28221208","https://openalex.org/I4210100151","https://openalex.org/I56067802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.31522828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.996999979019165,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9951000213623047,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7261306047439575},{"id":"https://openalex.org/keywords/low-density-parity-check-code","display_name":"Low-density parity-check code","score":0.6807076334953308},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5772356390953064},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5546202659606934},{"id":"https://openalex.org/keywords/distributed-source-coding","display_name":"Distributed source coding","score":0.42364221811294556},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3873698115348816},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3143470883369446},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.25727182626724243},{"id":"https://openalex.org/keywords/channel-code","display_name":"Channel code","score":0.23442941904067993},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.22824165225028992},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18630748987197876}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7261306047439575},{"id":"https://openalex.org/C67692717","wikidata":"https://www.wikidata.org/wiki/Q187444","display_name":"Low-density parity-check code","level":3,"score":0.6807076334953308},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5772356390953064},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5546202659606934},{"id":"https://openalex.org/C200801453","wikidata":"https://www.wikidata.org/wiki/Q5283181","display_name":"Distributed source coding","level":4,"score":0.42364221811294556},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3873698115348816},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3143470883369446},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.25727182626724243},{"id":"https://openalex.org/C166366890","wikidata":"https://www.wikidata.org/wiki/Q602136","display_name":"Channel code","level":3,"score":0.23442941904067993},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22824165225028992},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18630748987197876}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itw61385.2024.10806999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itw61385.2024.10806999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Information Theory Workshop (ITW)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04869616v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04869616","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2024 IEEE Information Theory Workshop (ITW), Nov 2024, Shenzhen, China. pp.217-222, ⟨10.1109/itw61385.2024.10806999⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7236001824","display_name":"R\u00e9seaux intelligents, s\u00e9curis\u00e9s, souverains et soutenables","funder_award_id":"ANR-23-CMAS-0023","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"},{"id":"https://openalex.org/F4320327215","display_name":"R\u00e9gion Bretagne","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1607202247","https://openalex.org/W2017662155","https://openalex.org/W2032802262","https://openalex.org/W2114085948","https://openalex.org/W2121427778","https://openalex.org/W2125566184","https://openalex.org/W2136595166","https://openalex.org/W2150412388","https://openalex.org/W2157963731","https://openalex.org/W2162404506","https://openalex.org/W2914560440","https://openalex.org/W2963489028","https://openalex.org/W2963923110","https://openalex.org/W2983400533","https://openalex.org/W3181515201","https://openalex.org/W3197032308","https://openalex.org/W4206563736","https://openalex.org/W4225537072","https://openalex.org/W4241130836","https://openalex.org/W4245445106","https://openalex.org/W4313455370","https://openalex.org/W4386080414","https://openalex.org/W4396821111","https://openalex.org/W4400516750","https://openalex.org/W6602685076","https://openalex.org/W6866555486","https://openalex.org/W6870541517"],"related_works":["https://openalex.org/W2903058006","https://openalex.org/W2102374550","https://openalex.org/W2047069332","https://openalex.org/W2352157218","https://openalex.org/W2806845321","https://openalex.org/W4293418541","https://openalex.org/W2393084694","https://openalex.org/W4213381250","https://openalex.org/W2108244046","https://openalex.org/W2153747522"],"abstract_inverted_index":{"In":[0],"the":[1,59,64,71,74,86,90,101,106,116,119],"framework":[2],"of":[3,23,70,118,124],"goal-oriented":[4],"communications,":[5],"this":[6,15,37],"paper":[7,38,75],"investigates":[8],"parametric":[9],"regression":[10,26,72,102,125],"over":[11,85],"coded":[12],"data.":[13],"For":[14],"problem,":[16],"information-theoretic":[17],"bounds":[18],"are":[19],"provided":[20],"in":[21,122],"terms":[22,123],"rate":[24],"versus":[25],"generalization":[27,126],"error,":[28],"by":[29,43],"considering":[30],"quantize":[31],"and":[32,104],"binning":[33,60],"achievability":[34],"schemes.":[35],"Alternatively,":[36],"focuses":[39],"on":[40],"practical":[41],"implementations":[42],"proposing":[44],"a":[45,50,54,77],"coding":[46],"scheme":[47],"that":[48,63],"combines":[49],"scalar":[51],"quantizer":[52],"with":[53],"non-binary":[55],"LDPC":[56,65,107],"code":[57],"for":[58,92,109],"part.":[61],"Given":[62],"decoder":[66,108],"requires":[67],"prior":[68,93],"knowledge":[69],"parameters,":[73],"introduces":[76],"novel":[78],"method":[79],"to":[80,98],"estimate":[81],"these":[82],"parameters":[83],"directly":[84],"LDPC-coded":[87],"syndrome,":[88],"without":[89],"need":[91],"decoding.":[94],"This":[95],"technique":[96],"allows":[97],"both":[99],"address":[100],"task":[103],"initialize":[105],"further":[110],"data":[111],"reconstruction.":[112],"Monte-Carlo":[113],"simulations":[114],"show":[115],"efficiency":[117],"proposed":[120],"approach":[121],"error.":[127]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}