{"id":"https://openalex.org/W4401509170","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615928","title":"Batch Selection and Communication for Active Learning with Edge Labeling","display_name":"Batch Selection and Communication for Active Learning with Edge Labeling","publication_year":2024,"publication_date":"2024-06-09","ids":{"openalex":"https://openalex.org/W4401509170","doi":"https://doi.org/10.1109/iccworkshops59551.2024.10615928"},"language":"en","primary_location":{"id":"doi:10.1109/iccworkshops59551.2024.10615928","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccworkshops59551.2024.10615928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.08053","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082188446","display_name":"Victor Croisfelt","orcid":"https://orcid.org/0000-0003-2190-8432"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Victor Croisfelt","raw_affiliation_strings":["Connectivity Section, Aalborg University,Department of Electronic Systems,Aalborg,Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Connectivity Section, Aalborg University,Department of Electronic Systems,Aalborg,Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030621292","display_name":"Shashi Raj Pandey","orcid":"https://orcid.org/0000-0002-5781-4131"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Shashi Raj Pandey","raw_affiliation_strings":["Connectivity Section, Aalborg University,Department of Electronic Systems,Aalborg,Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Connectivity Section, Aalborg University,Department of Electronic Systems,Aalborg,Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017736224","display_name":"Osvaldo Simeone","orcid":"https://orcid.org/0000-0001-9898-3209"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Osvaldo Simeone","raw_affiliation_strings":["King's College London,King's Communications, Learning & Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,U.K.,WC2R 2LS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King's College London,King's Communications, Learning & Information Processing (KCLIP) lab, Centre for Intelligent Information Processing Systems (CIIPS),Department of Engineering,London,U.K.,WC2R 2LS","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071289803","display_name":"Petar Popovski","orcid":"https://orcid.org/0000-0001-6195-4797"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Petar Popovski","raw_affiliation_strings":["Connectivity Section, Aalborg University,Department of Electronic Systems,Aalborg,Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Connectivity Section, Aalborg University,Department of Electronic Systems,Aalborg,Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"abs/1112.5745","issue":null,"first_page":"1292","last_page":"1297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.9930999875068665,"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"}},"topics":[{"id":"https://openalex.org/T13052","display_name":"Molecular Communication and Nanonetworks","score":0.9930999875068665,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.98580002784729,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9805999994277954,"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/selection","display_name":"Selection (genetic algorithm)","score":0.7075029611587524},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7014178037643433},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5740282535552979},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.44137272238731384},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4209919571876526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32748448848724365}],"concepts":[{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.7075029611587524},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7014178037643433},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5740282535552979},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.44137272238731384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4209919571876526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32748448848724365}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccworkshops59551.2024.10615928","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccworkshops59551.2024.10615928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/ad299bd8-dcdd-4dc7-9b9c-4458369c061a","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/ad299bd8-dcdd-4dc7-9b9c-4458369c061a","pdf_url":"https://arxiv.org/pdf/2311.08053","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Croisfelt, V, Pandey, S R, Simeone, O & Popovski, P 2024, Batch Selection and Communication for Active Learning with Edge Labeling. in M Valenti, D Reed & M Torres (eds), 2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024. IEEE (Institute of Electrical and Electronics Engineers), IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1292-1297. https://doi.org/10.1109/ICCWorkshops59551.2024.10615928","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/ad299bd8-dcdd-4dc7-9b9c-4458369c061a","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/ad299bd8-dcdd-4dc7-9b9c-4458369c061a","pdf_url":"https://arxiv.org/pdf/2311.08053","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Croisfelt, V, Pandey, S R, Simeone, O & Popovski, P 2024, Batch Selection and Communication for Active Learning with Edge Labeling. in M Valenti, D Reed & M Torres (eds), 2024 IEEE International Conference on Communications Workshops, ICC Workshops 2024. IEEE (Institute of Electrical and Electronics Engineers), IEEE International Conference on Communications Workshops (ICC Workshops), pp. 1292-1297. https://doi.org/10.1109/ICCWorkshops59551.2024.10615928","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3779574584","display_name":"Towards an AI-native, user-centric air interface for 6G networks","funder_award_id":"101096379","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5419401992","display_name":"FreeML: Engineering Networked Machine Learning via Meta-Free Energy Minimisation","funder_award_id":"EP/W024101/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G613015896","display_name":"6G Goal-Oriented AI-enabled Learning and Semantic Communication Networks","funder_award_id":"101139232","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7383370882","display_name":null,"funder_award_id":"EP/X011852/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8699128427","display_name":"ECCS-EPSRC: NeuroComm: Brain-Inspired Wireless Communications -- From Theoretical Foundations to Implementation for 6G and Beyond","funder_award_id":"EP/X011852/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320314707","display_name":"Government of the United Kingdom","ror":"https://ror.org/05wnh3t63"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401509170.pdf","grobid_xml":"https://content.openalex.org/works/W4401509170.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W1506806321","https://openalex.org/W1821462560","https://openalex.org/W1872312298","https://openalex.org/W2129344187","https://openalex.org/W2913954081","https://openalex.org/W2951595529","https://openalex.org/W2952088488","https://openalex.org/W2964059111","https://openalex.org/W3194214002","https://openalex.org/W4307823382","https://openalex.org/W4312526008","https://openalex.org/W4317207175","https://openalex.org/W4317927903","https://openalex.org/W4321650017","https://openalex.org/W6638836233","https://openalex.org/W6639393196","https://openalex.org/W6732814185","https://openalex.org/W6735374517","https://openalex.org/W6764588566","https://openalex.org/W6845739957","https://openalex.org/W6850134730"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Conventional":[0],"retransmission":[1],"(ARQ)":[2],"protocols":[3,151],"are":[4],"designed":[5],"with":[6,30,38,139,147],"the":[7,11,16,21,24,39,43,50,56,66,84,88,95,113,153,156],"goal":[8,34],"of":[9,14,42,48,78,97,106,155],"ensuring":[10],"correct":[12],"reception":[13],"all":[15],"individual":[17],"transmitter's":[18],"packets":[19],"at":[20,36,117],"receiver.":[22],"When":[23],"transmitter":[25],"is":[26,35,46],"a":[27,31,131,142],"learner":[28],"communicating":[29],"teacher,":[32],"this":[33,63,122],"odds":[37],"actual":[40],"aim":[41],"learner,":[44],"which":[45],"that":[47,134],"eliciting":[49],"most":[51,89],"relevant":[52],"label":[53],"information":[54,91],"from":[55],"teacher.":[57],"Taking":[58],"an":[59],"active":[60,137,149],"learning":[61,138,150],"perspective,":[62],"paper":[64],"addresses":[65],"following":[67],"key":[68],"protocol":[69,133],"design":[70],"questions:":[71],"(i)":[72],"Active":[73,127],"batch":[74,77],"selection:":[75],"Which":[76],"inputs":[79],"should":[80],"be":[81,109],"sent":[82],"to":[83,86,111],"teacher":[85],"acquire":[87],"useful":[90],"and":[92],"thus":[93],"reduce":[94,112],"number":[96],"required":[98,116],"communication":[99,114,119],"rounds?":[100],"(ii)":[101],"Batch":[102],"encoding:":[103],"Can":[104],"batches":[105],"data":[107],"points":[108],"combined":[110],"resources":[115],"each":[118],"round?":[120],"Specifically,":[121],"work":[123],"introduces":[124],"Communication-Constrained":[125],"Bayesian":[126,136],"Knowledge":[128],"Distillation":[129],"(CC-BAKD),":[130],"novel":[132],"integrates":[135],"compression":[140],"via":[141],"linear":[143],"mix-up":[144],"mechanism.":[145],"Comparisons":[146],"existing":[148],"demonstrate":[152],"advantages":[154],"proposed":[157],"approach.":[158]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}