{"id":"https://openalex.org/W2977408235","doi":"https://doi.org/10.1017/9781108770750","title":"Foundations of Probabilistic Programming","display_name":"Foundations of Probabilistic Programming","publication_year":2020,"publication_date":"2020-11-18","ids":{"openalex":"https://openalex.org/W2977408235","doi":"https://doi.org/10.1017/9781108770750","mag":"2977408235"},"language":"en","primary_location":{"id":"doi:10.1017/9781108770750","is_oa":false,"landing_page_url":"https://doi.org/10.1017/9781108770750","pdf_url":null,"source":{"id":"https://openalex.org/S4306462995","display_name":"Cambridge University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},"type":"book","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://pure.au.dk/portal/en/publications/073d5dbf-1250-4bd8-89ef-cdd20ad3145d","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Gilles Barthe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096592","display_name":"Max Planck Institute for Security and Privacy","ror":"https://ror.org/00bj0r217","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210096592"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Gilles Barthe","raw_affiliation_strings":["Max Planck Institute for Security and Privacy"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Security and Privacy","institution_ids":["https://openalex.org/I4210096592"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fredrik Dahlqvist","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fredrik Dahlqvist","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Sam Staton","orcid":null},"institutions":[{"id":"https://openalex.org/I204337017","display_name":"Aarhus University","ror":"https://ror.org/01aj84f44","country_code":"DK","type":"education","lineage":["https://openalex.org/I204337017"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Sam Staton","raw_affiliation_strings":["Aarhus University, Natural Sciences, Department of Computer Science, DK"],"affiliations":[{"raw_affiliation_string":"Aarhus University, Natural Sciences, Department of Computer Science, DK","institution_ids":["https://openalex.org/I204337017"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102079407","display_name":"Daniel Huang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Huang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Ugo Dal Lago","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ugo Dal Lago","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Gilles Barthe","orcid":null},"institutions":[{"id":"https://openalex.org/I4210096592","display_name":"Max Planck Institute for Security and Privacy","ror":"https://ror.org/00bj0r217","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210096592"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gilles Barthe","raw_affiliation_strings":["Max Planck Institute for Security and Privacy"],"affiliations":[{"raw_affiliation_string":"Max Planck Institute for Security and Privacy","institution_ids":["https://openalex.org/I4210096592"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Benjamin Lucien Kaminski","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Benjamin Lucien Kaminski","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Krishnendu Chatterjee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krishnendu Chatterjee","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Sriram Sankaranarayanan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sriram Sankaranarayanan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Bart Jacobs","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bart Jacobs","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Giorgio Bacci","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giorgio Bacci","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Jos\u00e9 Manuel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Manuel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Jeremy Gibbons","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jeremy Gibbons","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Lampropoulos Leonidas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lampropoulos Leonidas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Andrew D. Gordon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrew D. Gordon","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Michael Carbin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Carbin","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":16,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210096592"],"apc_list":null,"apc_paid":null,"fwci":3.1938,"has_fulltext":false,"cited_by_count":59,"citation_normalized_percentile":{"value":0.93671475,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9731000065803528,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9731000065803528,"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/T11010","display_name":"Logic, Reasoning, and Knowledge","score":0.9355000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.821800947189331},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7422044277191162},{"id":"https://openalex.org/keywords/probabilistic-argumentation","display_name":"Probabilistic argumentation","score":0.5917635560035706},{"id":"https://openalex.org/keywords/probabilistic-ctl","display_name":"Probabilistic CTL","score":0.5904586911201477},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.5179547071456909},{"id":"https://openalex.org/keywords/connection","display_name":"Connection (principal bundle)","score":0.4327648878097534},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4303811192512512},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42815566062927246},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4242764115333557},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.37096595764160156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29465916752815247},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.19000467658042908},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12061795592308044}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.821800947189331},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7422044277191162},{"id":"https://openalex.org/C128828806","wikidata":"https://www.wikidata.org/wiki/Q7246848","display_name":"Probabilistic argumentation","level":3,"score":0.5917635560035706},{"id":"https://openalex.org/C52063229","wikidata":"https://www.wikidata.org/wiki/Q7246845","display_name":"Probabilistic CTL","level":4,"score":0.5904586911201477},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.5179547071456909},{"id":"https://openalex.org/C13355873","wikidata":"https://www.wikidata.org/wiki/Q2920850","display_name":"Connection (principal bundle)","level":2,"score":0.4327648878097534},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4303811192512512},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42815566062927246},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4242764115333557},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.37096595764160156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29465916752815247},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.19000467658042908},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12061795592308044},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1017/9781108770750","is_oa":false,"landing_page_url":"https://doi.org/10.1017/9781108770750","pdf_url":null,"source":{"id":"https://openalex.org/S4306462995","display_name":"Cambridge University Press eBooks","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"ebook platform"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"edited-book"},{"id":"pmh:oai:pure.atira.dk:openaire/073d5dbf-1250-4bd8-89ef-cdd20ad3145d","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/073d5dbf-1250-4bd8-89ef-cdd20ad3145d","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Huang, D, Morrisett, G & Spitters, B 2020, Application of Computable Distributions to the Semantics of Probabilistic Programs. in G Barthe, J-P Katoen & A Silva (eds), Foundations of Probabilistic Programming. Cambridge University Press, pp. 75-120. https://doi.org/10.1017/9781108770750","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:directory.doabooks.org:20.500.12854/90855","is_oa":false,"landing_page_url":"http://doi.org/10.1017/9781108770750","pdf_url":null,"source":{"id":"https://openalex.org/S4306400539","display_name":"Directory of Open access Books (OAPEN Foundation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/073d5dbf-1250-4bd8-89ef-cdd20ad3145d","is_oa":true,"landing_page_url":"https://pure.au.dk/portal/en/publications/073d5dbf-1250-4bd8-89ef-cdd20ad3145d","pdf_url":null,"source":null,"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Huang, D, Morrisett, G & Spitters, B 2020, Application of Computable Distributions to the Semantics of Probabilistic Programs. in G Barthe, J-P Katoen & A Silva (eds), Foundations of Probabilistic Programming. Cambridge University Press, pp. 75-120. https://doi.org/10.1017/9781108770750","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5699999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3206245021","https://openalex.org/W2371210594","https://openalex.org/W2225666389","https://openalex.org/W4238495367","https://openalex.org/W2749065928","https://openalex.org/W1499367685","https://openalex.org/W2081887084","https://openalex.org/W1855805902","https://openalex.org/W4362598739","https://openalex.org/W1037614398"],"abstract_inverted_index":{"What":[0],"does":[1],"a":[2,27,49],"probabilistic":[3,14,36,68],"program":[4,93],"actually":[5],"compute?":[6],"How":[7],"can":[8],"one":[9],"formally":[10],"reason":[11],"about":[12],"such":[13,20],"programs?":[15],"This":[16,98],"valuable":[17],"guide":[18],"covers":[19],"elementary":[21],"questions":[22],"and":[23,38,45,55,70,83,95],"more.":[24],"It":[25],"provides":[26],"state-of-the-art":[28],"overview":[29],"of":[30,34],"the":[31,58,62,65,76],"theoretical":[32],"underpinnings":[33],"modern":[35],"programming":[37,86],"their":[39],"applications":[40],"in":[41,57],"machine":[42],"learning,":[43],"security,":[44],"other":[46],"domains,":[47],"at":[48],"level":[50],"suitable":[51],"for":[52,88],"graduate":[53],"students":[54],"non-experts":[56],"field.":[59],"In":[60],"addition,":[61],"book":[63],"treats":[64],"connection":[66],"between":[67],"programs":[69],"mathematical":[71],"logic,":[72],"security":[73],"(what":[74],"is":[75,100],"probability":[77],"that":[78],"software":[79],"leaks":[80],"confidential":[81],"information?),":[82],"presents":[84],"three":[85],"languages":[87],"different":[89],"applications:":[90],"Excel":[91],"tables,":[92],"testing,":[94],"approximate":[96],"computing.":[97],"title":[99],"also":[101],"available":[102],"as":[103],"Open":[104],"Access":[105],"on":[106],"Cambridge":[107],"Core.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":15},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2019-10-10T00:00:00"}