{"id":"https://openalex.org/W2394857554","doi":"https://doi.org/10.1109/tit.2017.2746859","title":"Information Complexity Density and Simulation of Protocols","display_name":"Information Complexity Density and Simulation of Protocols","publication_year":2017,"publication_date":"2017-08-30","ids":{"openalex":"https://openalex.org/W2394857554","doi":"https://doi.org/10.1109/tit.2017.2746859","mag":"2394857554"},"language":"en","primary_location":{"id":"doi:10.1109/tit.2017.2746859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2017.2746859","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1504.05666","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077741905","display_name":"Himanshu Tyagi","orcid":"https://orcid.org/0000-0003-2950-706X"},"institutions":[{"id":"https://openalex.org/I59270414","display_name":"Indian Institute of Science Bangalore","ror":"https://ror.org/04dese585","country_code":"IN","type":"education","lineage":["https://openalex.org/I59270414"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Himanshu Tyagi","raw_affiliation_strings":["Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","Department of Electrical Communication Engineering , Indian Institute of Science , Bangalore, India"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Communication Engineering, Indian Institute of Science, Bangalore, India","institution_ids":["https://openalex.org/I59270414"]},{"raw_affiliation_string":"Department of Electrical Communication Engineering , Indian Institute of Science , Bangalore, India","institution_ids":["https://openalex.org/I59270414"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021487050","display_name":"Shaileshh Bojja Venkatakrishnan","orcid":"https://orcid.org/0000-0001-7355-634X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaileshh Bojja Venkatakrishnan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2013Champaign, Champaign, IL, USA","Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2014Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2013Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2014Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053980484","display_name":"Pramod Viswanath","orcid":"https://orcid.org/0000-0003-3171-8667"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod Viswanath","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2013Champaign, Champaign, IL, USA","Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2014Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2013Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana\u2014Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045523488","display_name":"Shun Watanabe","orcid":"https://orcid.org/0000-0002-1121-8633"},"institutions":[{"id":"https://openalex.org/I92614990","display_name":"Tokyo University of Agriculture and Technology","ror":"https://ror.org/00qg0kr10","country_code":"JP","type":"education","lineage":["https://openalex.org/I92614990"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Shun Watanabe","raw_affiliation_strings":["Department of Computer and Information Sciences, Tokyo University of Agriculture and Technology, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Tokyo University of Agriculture and Technology, Tokyo, Japan","institution_ids":["https://openalex.org/I92614990"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077741905"],"corresponding_institution_ids":["https://openalex.org/I59270414"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01271286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":"11","first_page":"6979","last_page":"7002"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9902999997138977,"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"}},{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.984000027179718,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/communication-complexity","display_name":"Communication complexity","score":0.7015551328659058},{"id":"https://openalex.org/keywords/converse","display_name":"Converse","score":0.6752616167068481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6655877828598022},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6234914660453796},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.6060556769371033},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.592324435710907},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5267160534858704},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4842938780784607},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4120948016643524},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.31787049770355225},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3068602383136749},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11986565589904785}],"concepts":[{"id":"https://openalex.org/C179145077","wikidata":"https://www.wikidata.org/wiki/Q5154130","display_name":"Communication complexity","level":2,"score":0.7015551328659058},{"id":"https://openalex.org/C2776809875","wikidata":"https://www.wikidata.org/wiki/Q1375963","display_name":"Converse","level":2,"score":0.6752616167068481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6655877828598022},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6234914660453796},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.6060556769371033},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.592324435710907},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5267160534858704},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4842938780784607},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4120948016643524},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.31787049770355225},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3068602383136749},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11986565589904785},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.1109/tit.2017.2746859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tit.2017.2746859","pdf_url":null,"source":{"id":"https://openalex.org/S4502562","display_name":"IEEE Transactions on Information Theory","issn_l":"0018-9448","issn":["0018-9448","1557-9654"],"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 Information Theory","raw_type":"journal-article"},{"id":"pmh:oai:eprints.iisc.ac.in:58261","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196309","display_name":"NOT FOUND REPOSITORY (Indian Institute of Science Bangalore)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I59270414","host_organization_name":"Indian Institute of Science Bangalore","host_organization_lineage":["https://openalex.org/I59270414"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:arXiv.org:1504.05666","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1504.05666","pdf_url":"https://arxiv.org/pdf/1504.05666","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},{"id":"mag:2953102473","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1504.05666.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.727.3395","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.3395","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.ece.iisc.ernet.in/%7Ehtyagi/papers/HTSVPVSW15.pdf","raw_type":"text"},{"id":"doi:10.48550/arxiv.1504.05666","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1504.05666","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2394857554","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/journals/eccc/eccc22.html#TyagiVVW15","pdf_url":null,"source":{"id":"https://openalex.org/S11189987","display_name":"Electronic colloquium on computational complexity","issn_l":"1433-8092","issn":["1433-8092"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Electronic colloquium on computational complexity","raw_type":null}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1504.05666","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1504.05666","pdf_url":"https://arxiv.org/pdf/1504.05666","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2394857554.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W364494856","https://openalex.org/W1464112397","https://openalex.org/W1607225066","https://openalex.org/W1629606403","https://openalex.org/W1661209976","https://openalex.org/W1969771949","https://openalex.org/W1979790324","https://openalex.org/W1994916325","https://openalex.org/W1995875735","https://openalex.org/W2000446566","https://openalex.org/W2007661134","https://openalex.org/W2022444580","https://openalex.org/W2025279645","https://openalex.org/W2033261280","https://openalex.org/W2058766981","https://openalex.org/W2064379477","https://openalex.org/W2070589948","https://openalex.org/W2081047977","https://openalex.org/W2082224527","https://openalex.org/W2082592501","https://openalex.org/W2086467753","https://openalex.org/W2099213070","https://openalex.org/W2104340231","https://openalex.org/W2106833918","https://openalex.org/W2106864314","https://openalex.org/W2108777864","https://openalex.org/W2113292808","https://openalex.org/W2114607430","https://openalex.org/W2123346469","https://openalex.org/W2129159998","https://openalex.org/W2135050985","https://openalex.org/W2138185924","https://openalex.org/W2150154572","https://openalex.org/W2150412388","https://openalex.org/W2152625085","https://openalex.org/W2154175667","https://openalex.org/W2154300278","https://openalex.org/W2154832352","https://openalex.org/W2159351168","https://openalex.org/W2162635854","https://openalex.org/W2164253138","https://openalex.org/W2174883028","https://openalex.org/W2178986096","https://openalex.org/W2538189969","https://openalex.org/W4210551624","https://openalex.org/W4251984466","https://openalex.org/W6619953925","https://openalex.org/W6629816883","https://openalex.org/W6631340300","https://openalex.org/W6671082024"],"related_works":["https://openalex.org/W2953102473","https://openalex.org/W2411019220","https://openalex.org/W1999643652","https://openalex.org/W2903448613","https://openalex.org/W2921287520","https://openalex.org/W2171694750","https://openalex.org/W3214252237","https://openalex.org/W1820352398","https://openalex.org/W2797040557","https://openalex.org/W2889078364","https://openalex.org/W2165763597","https://openalex.org/W2296666549","https://openalex.org/W1512353078","https://openalex.org/W2040355376","https://openalex.org/W2896653157","https://openalex.org/W2260345618","https://openalex.org/W1630278310","https://openalex.org/W3002412555","https://openalex.org/W3158409231","https://openalex.org/W2750828186"],"abstract_inverted_index":{"Two":[0],"parties":[1],"observing":[2],"correlated":[3],"random":[4],"variables":[5],"seek":[6],"to":[7,19,24,85,130],"run":[8],"an":[9,53],"interactive":[10],"communication":[11,79,107,126],"protocol.":[12],"How":[13],"many":[14],"bits":[15],"must":[16],"they":[17],"exchange":[18],"simulate":[20],"the":[21,38,42,45,48,61,65,78,102,123,147],"protocol,":[22],"namely":[23],"produce":[25],"a":[26,29,33,83,93,97,119],"view":[27],"with":[28,138],"joint":[30,39],"distribution":[31,40],"within":[32],"fixed":[34],"statistical":[35],"distance":[36],"of":[37,41,47,64,81,125,133],"input":[43],"and":[44,100,111,135,144],"transcript":[46],"original":[49],"protocol?":[50],"We":[51],"present":[52],"information":[54,62,71,89],"spectrum":[55],"approach":[56],"for":[57,88,109,122,146],"this":[58],"problem":[59,150],"whereby":[60],"complexity":[63,72,80,90,108],"protocol":[66,84],"is":[67],"replaced":[68],"by":[69],"its":[70],"density.":[73,91],"Our":[74],"single-shot":[75],"bounds":[76,87],"relate":[77],"simulating":[82],"tail":[86],"As":[92],"consequence,":[94],"we":[95,117],"obtain":[96,118],"strong":[98],"converse":[99],"characterize":[101],"second-order":[103],"asymptotic":[104],"term":[105],"in":[106],"independent":[110],"identically":[112],"distributed":[113],"observation":[114],"sequences.":[115],"Furthermore,":[116],"general":[120],"formula":[121],"rate":[124],"complexity,":[127],"which":[128],"applies":[129],"any":[131],"sequence":[132],"observations":[134],"protocols.":[136],"Connections":[137],"results":[139],"from":[140],"theoretical":[141],"computer":[142],"science":[143],"implications":[145],"function":[148],"computation":[149],"are":[151],"discussed.":[152]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
