{"id":"https://openalex.org/W4391021519","doi":"https://doi.org/10.1109/cdc49753.2023.10383522","title":"Turing Meets Machine Learning: Uncomputability of Zero-Error Classifiers","display_name":"Turing Meets Machine Learning: Uncomputability of Zero-Error Classifiers","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4391021519","doi":"https://doi.org/10.1109/cdc49753.2023.10383522"},"language":"en","primary_location":{"id":"doi:10.1109/cdc49753.2023.10383522","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc49753.2023.10383522","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 62nd IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","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/A5000732219","display_name":"Holger Boche","orcid":"https://orcid.org/0000-0002-8375-8946"},"institutions":[{"id":"https://openalex.org/I4210137364","display_name":"DSI Informationstechnik (Germany)","ror":"https://ror.org/04hayh169","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210137364"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Holger Boche","raw_affiliation_strings":["Technische Universit&#x00E4;t M&#x00FC;nchen,Lehrstuhl f&#x00FC;r Theoretische Informationstechnik,Munich,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t M&#x00FC;nchen,Lehrstuhl f&#x00FC;r Theoretische Informationstechnik,Munich,Germany","institution_ids":["https://openalex.org/I4210137364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038724057","display_name":"Yannik N. B\u00f6ck","orcid":null},"institutions":[{"id":"https://openalex.org/I4210137364","display_name":"DSI Informationstechnik (Germany)","ror":"https://ror.org/04hayh169","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210137364"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yannik N. B\u00f6ck","raw_affiliation_strings":["Technische Universit&#x00E4;t M&#x00FC;nchen,Lehrstuhl f&#x00FC;r Theoretische Informationstechnik,Munich,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t M&#x00FC;nchen,Lehrstuhl f&#x00FC;r Theoretische Informationstechnik,Munich,Germany","institution_ids":["https://openalex.org/I4210137364"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003648994","display_name":"Stefanie Speidel","orcid":"https://orcid.org/0000-0002-4590-1908"},"institutions":[{"id":"https://openalex.org/I4210111460","display_name":"National Center for Tumor Diseases","ror":"https://ror.org/01txwsw02","country_code":"DE","type":"funder","lineage":["https://openalex.org/I4210111460"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefanie Speidel","raw_affiliation_strings":["Technische Universit&#x00E4;t M&#x00FC;nchen,National Center for Tumor Diseases (NCT/UCC) Dresden, the Cluster of Excellence CeTI,Munich,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t M&#x00FC;nchen,National Center for Tumor Diseases (NCT/UCC) Dresden, the Cluster of Excellence CeTI,Munich,Germany","institution_ids":["https://openalex.org/I4210111460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023936439","display_name":"Frank H. P. Fitzek","orcid":"https://orcid.org/0000-0001-8469-9573"},"institutions":[{"id":"https://openalex.org/I4210093367","display_name":"Deutsche Telekom (Germany)","ror":"https://ror.org/00m8prc86","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210093367"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Frank H. P. Fitzek","raw_affiliation_strings":["Technische Universit&#x00E4;t M&#x00FC;nchen,Deutsche Telekom Chair of Communication Network, the Cluster of Excellence CeTI,Munich,Germany"],"affiliations":[{"raw_affiliation_string":"Technische Universit&#x00E4;t M&#x00FC;nchen,Deutsche Telekom Chair of Communication Network, the Cluster of Excellence CeTI,Munich,Germany","institution_ids":["https://openalex.org/I4210093367"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000732219"],"corresponding_institution_ids":["https://openalex.org/I4210137364"],"apc_list":null,"apc_paid":null,"fwci":0.4029,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67863689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"8559","last_page":"8566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.9998000264167786,"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":0.9998000264167786,"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/T13720","display_name":"Benford\u2019s Law and Fraud Detection","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12162","display_name":"Cellular Automata and Applications","score":0.9395999908447266,"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/computer-science","display_name":"Computer science","score":0.7834582328796387},{"id":"https://openalex.org/keywords/turing-machine","display_name":"Turing machine","score":0.6373001933097839},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.550359308719635},{"id":"https://openalex.org/keywords/computability","display_name":"Computability","score":0.5170331597328186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136372447013855},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5116791725158691},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4796331524848938},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.47094523906707764},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.42223450541496277},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26053088903427124},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.22863349318504333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7834582328796387},{"id":"https://openalex.org/C29248071","wikidata":"https://www.wikidata.org/wiki/Q163310","display_name":"Turing machine","level":3,"score":0.6373001933097839},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.550359308719635},{"id":"https://openalex.org/C152062344","wikidata":"https://www.wikidata.org/wiki/Q818888","display_name":"Computability","level":2,"score":0.5170331597328186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136372447013855},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5116791725158691},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4796331524848938},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.47094523906707764},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.42223450541496277},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26053088903427124},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.22863349318504333},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc49753.2023.10383522","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc49753.2023.10383522","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 62nd IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1734210","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1734210","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"ConferencePaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1110821843","display_name":null,"funder_award_id":"16KIS1004,16KISK002,16KISK001K","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G1375572575","display_name":null,"funder_award_id":"390696704","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1485161910","https://openalex.org/W1497475168","https://openalex.org/W1981198727","https://openalex.org/W2008056655","https://openalex.org/W2022731279","https://openalex.org/W2023778211","https://openalex.org/W2149298154","https://openalex.org/W2562947506","https://openalex.org/W2570850240","https://openalex.org/W2915031958","https://openalex.org/W3094019951","https://openalex.org/W3126309056","https://openalex.org/W3207722348","https://openalex.org/W4220730257","https://openalex.org/W4226061421","https://openalex.org/W4232277851","https://openalex.org/W4243563333","https://openalex.org/W4292793850"],"related_works":["https://openalex.org/W2912644765","https://openalex.org/W780939851","https://openalex.org/W4212859565","https://openalex.org/W4285151644","https://openalex.org/W1492522538","https://openalex.org/W1516047453","https://openalex.org/W4232804070","https://openalex.org/W2138521431","https://openalex.org/W1575782954","https://openalex.org/W2921577810"],"abstract_inverted_index":{"In":[0],"almost":[1],"all":[2],"areas":[3],"of":[4,9,25,30,58,69,71,77,91,97,102,149,155],"information":[5],"technology,":[6],"the":[7,26,55,67,75,89,95,99,128,153],"importance":[8],"automated":[10,72],"decision-making":[11,73],"based":[12],"on":[13,116],"intelligent":[14],"algorithms":[15,32],"has":[16],"been":[17],"increasing":[18],"steadily":[19],"within":[20],"recent":[21],"years.":[22],"Since":[23],"many":[24],"envisioned":[27],"near-future":[28],"applications":[29],"these":[31],"involve":[33],"critical":[34],"infrastructure":[35],"or":[36,135],"sensitive":[37],"human":[38],"goods,":[39],"a":[40,107],"sound":[41],"theoretical":[42],"basis":[43],"for":[44,50,81,113],"integrity":[45,70],"assessment":[46],"is":[47],"required,":[48],"if":[49],"no":[51],"other":[52],"reason":[53],"than":[54],"legal":[56],"accountability":[57],"system":[59],"operators.":[60],"This":[61],"article":[62],"aims":[63],"to":[64,66,94,141],"contribute":[65],"understanding":[68],"under":[74],"aspect":[76],"fundamental":[78],"mathematical":[79],"models":[80],"computing":[82],"hardware.":[83],"To":[84],"this":[85],"end,":[86],"we":[87,120],"apply":[88],"theory":[90],"Turing":[92],"machines":[93,115],"problem":[96],"separating":[98,136],"support":[100,133],"sets":[101],"smooth":[103],"functions,":[104],"which":[105],"provides":[106],"simple":[108],"yet":[109],"mathematically":[110],"rigorous":[111],"framework":[112],"support-vector":[114],"digital":[117],"computers.":[118],"Further,":[119],"investigate":[121],"characteristic":[122],"quantities":[123],"and":[124,145,158],"objects,":[125],"such":[126],"as":[127],"distance":[129],"between":[130],"two":[131],"separated":[132],"sets,":[134],"hyperplanes":[137],"themselves,":[138],"with":[139],"regards":[140],"their":[142],"computability":[143],"properties,":[144],"provide":[146],"non-technical":[147],"interpretations":[148],"our":[150],"findings":[151],"in":[152],"context":[154],"machine":[156],"learning":[157],"technological":[159],"trustworthiness.":[160]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
