{"id":"https://openalex.org/W7165363207","doi":"https://doi.org/10.48550/arxiv.2606.19537","title":"Mesh Inference: A Formal Model of Collective Inference Without a Center","display_name":"Mesh Inference: A Formal Model of Collective Inference Without a Center","publication_year":2026,"publication_date":"2026-06-17","ids":{"openalex":"https://openalex.org/W7165363207","doi":"https://doi.org/10.48550/arxiv.2606.19537"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2606.19537","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19537","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2606.19537","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113470016","display_name":"Xu Hongwei","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xu, Hongwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5113470016"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.156700000166893,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11031","display_name":"Game Theory and Applications","score":0.156700000166893,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.1477999985218048,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.13269999623298645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/closure","display_name":"Closure (psychology)","score":0.626800000667572},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5080999732017517},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4830000102519989},{"id":"https://openalex.org/keywords/model-checking","display_name":"Model checking","score":0.42410001158714294},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.4108999967575073},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.37880000472068787},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.37790000438690186}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.670799970626831},{"id":"https://openalex.org/C146834321","wikidata":"https://www.wikidata.org/wiki/Q2979672","display_name":"Closure (psychology)","level":2,"score":0.626800000667572},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5080999732017517},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4830000102519989},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4731000065803528},{"id":"https://openalex.org/C110251889","wikidata":"https://www.wikidata.org/wiki/Q1569697","display_name":"Model checking","level":2,"score":0.42410001158714294},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.4108999967575073},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.37880000472068787},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.37790000438690186},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.35179999470710754},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.3395000100135803},{"id":"https://openalex.org/C41550386","wikidata":"https://www.wikidata.org/wiki/Q529909","display_name":"Multi-agent system","level":2,"score":0.33660000562667847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33469998836517334},{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.3073999881744385},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C2779463800","wikidata":"https://www.wikidata.org/wiki/Q5062222","display_name":"Center (category theory)","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2759999930858612},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25589999556541443},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2606.19537","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19537","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2606.19537","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2606.19537","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6237422823905945}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,83],"present":[1],"a":[2,9,25,64,74,86,98,185,221,235],"formal":[3,231],"model":[4,65,70],"of":[5,11,28,144,174,184,233],"mesh":[6,72,94,238],"inference:":[7],"how":[8],"population":[10],"independent":[12],"agents,":[13],"each":[14,79],"holding":[15],"private":[16],"state":[17,201],"and":[18,36,48,56,139],"exchanging":[19],"only":[20,150],"admitted,":[21],"typed":[22],"observations,":[23],"derives":[24,119,216],"conclusion":[26],"none":[27],"them":[29],"holds":[30],"alone,":[31],"with":[32],"no":[33,37,134],"central":[34],"coordinator":[35],"agent":[38,41,80],"exposed.":[39],"No":[40],"shares":[42],"weights,":[43],"gradients,":[44],"or":[45,105,220],"hidden":[46],"state,":[47],"the":[49,60,71,108,120,125,142,149,154,165,171,176,206,213,229,240],"agents":[50],"may":[51],"span":[52],"different":[53],"teams,":[54],"networks,":[55],"organizations.":[57],"Motivated":[58],"by":[59],"observation":[61],"that":[62,78,85],"asking":[63,204],"is":[66,110,116,132,141,148,160,181,202,228],"energy-minimizing":[67],"inference,":[68],"we":[69,190,200],"as":[73,192],"coupled":[75],"free":[76],"energy":[77],"relaxes":[81],"locally.":[82],"show":[84],"single":[87],"admission/emission":[88],"policy":[89],"governs":[90],"three":[91],"properties.":[92],"First,":[93],"inference":[95],"converges":[96],"to":[97,164],"unique":[99],"answer":[100,159,219],"for":[101],"any":[102],"admission,":[103],"symmetric":[104],"not,":[106],"because":[107],"coupling":[109],"always":[111],"an":[112,217],"M-matrix.":[113],"Second,":[114],"it":[115,118,131],"identification-complete:":[117],"centralized":[121,166,241],"optimum":[122],"exactly":[123],"when":[124,203,234],"contributing":[126],"views":[127],"are":[128],"carrier-connected.":[129],"Third,":[130],"observation-only:":[133],"node":[135],"transmits":[136],"its":[137],"internals,":[138],"confidentiality":[140],"dual":[143],"identification.":[145],"Content-addressed":[146],"lineage":[147],"global":[151],"side-channel.":[152],"In":[153],"linear-Gaussian":[155],"regime":[156],"every":[157],"derived":[158],"determined,":[161],"hence":[162],"equal":[163],"optimum,":[167],"at":[168],"O(diam^2)":[169],"latency,":[170],"measured":[172],"price":[173],"removing":[175],"center.":[177],"One":[178],"such":[179],"derivation":[180],"one":[182],"turn":[183],"center-free":[186],"learning":[187],"loop,":[188],"which":[189],"formalize":[191],"architecture":[193],"rather":[194,208],"than":[195,209],"prove.":[196],"The":[197],"open":[198],"problem":[199],"improves":[205],"collective":[207],"corrupting":[210],"it:":[211],"whether":[212],"non-linear":[214],"closure":[215],"upgraded":[218],"confident":[222],"error.":[223],"To":[224],"our":[225],"knowledge,":[226],"this":[227],"first":[230],"characterization":[232],"center-free,":[236],"observation-only":[237],"recovers":[239],"optimum.":[242]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-06-20T00:00:00"}
