{"id":"https://openalex.org/W2108810117","doi":"https://doi.org/10.1007/978-3-642-16108-7_13","title":"Distribution-Dependent PAC-Bayes Priors","display_name":"Distribution-Dependent PAC-Bayes Priors","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2108810117","doi":"https://doi.org/10.1007/978-3-642-16108-7_13","mag":"2108810117"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-16108-7_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-16108-7_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5031943811","display_name":"Guy Lever","orcid":"https://orcid.org/0000-0001-9551-1839"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]},{"id":"https://openalex.org/I2800173700","display_name":"UCL Australia","ror":"https://ror.org/024atcf19","country_code":"AU","type":"education","lineage":["https://openalex.org/I2800173700"]}],"countries":["AU","GB"],"is_corresponding":true,"raw_author_name":"Guy Lever","raw_affiliation_strings":["University College London, \u00a0","University college London"],"affiliations":[{"raw_affiliation_string":"University College London, \u00a0","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"University college London","institution_ids":["https://openalex.org/I2800173700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054812796","display_name":"Fran\u00e7ois Laviolette","orcid":"https://orcid.org/0000-0002-1937-2512"},"institutions":[{"id":"https://openalex.org/I4210087782","display_name":"Laval Mayenne Technopole","ror":"https://ror.org/002mr7c38","country_code":"FR","type":"nonprofit","lineage":["https://openalex.org/I4210087782"]},{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA","FR"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Laviolette","raw_affiliation_strings":["Universit\u00e9 Laval, \u00a0","UNIVERSITE LAVAL"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Laval, \u00a0","institution_ids":["https://openalex.org/I43406934","https://openalex.org/I4210087782"]},{"raw_affiliation_string":"UNIVERSITE LAVAL","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047980012","display_name":"John Shawe\u2010Taylor","orcid":"https://orcid.org/0000-0002-2030-0073"},"institutions":[{"id":"https://openalex.org/I2800173700","display_name":"UCL Australia","ror":"https://ror.org/024atcf19","country_code":"AU","type":"education","lineage":["https://openalex.org/I2800173700"]},{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["AU","GB"],"is_corresponding":false,"raw_author_name":"John Shawe-Taylor","raw_affiliation_strings":["University College London, \u00a0","University college London"],"affiliations":[{"raw_affiliation_string":"University College London, \u00a0","institution_ids":["https://openalex.org/I45129253"]},{"raw_affiliation_string":"University college London","institution_ids":["https://openalex.org/I2800173700"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031943811"],"corresponding_institution_ids":["https://openalex.org/I2800173700","https://openalex.org/I45129253"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.1057,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.92866437,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"133"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9998999834060669,"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/T11269","display_name":"Algorithms and Data Compression","score":0.9972000122070312,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9950000047683716,"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/prior-probability","display_name":"Prior probability","score":0.8714880347251892},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8000837564468384},{"id":"https://openalex.org/keywords/bayes-theorem","display_name":"Bayes' theorem","score":0.7370066046714783},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5846396684646606},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5125824809074402},{"id":"https://openalex.org/keywords/distribution","display_name":"Distribution (mathematics)","score":0.5043405294418335},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42967426776885986},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4056473970413208},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3240843415260315},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.3009483814239502},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.193259596824646}],"concepts":[{"id":"https://openalex.org/C177769412","wikidata":"https://www.wikidata.org/wiki/Q278090","display_name":"Prior probability","level":3,"score":0.8714880347251892},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8000837564468384},{"id":"https://openalex.org/C207201462","wikidata":"https://www.wikidata.org/wiki/Q182505","display_name":"Bayes' theorem","level":3,"score":0.7370066046714783},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5846396684646606},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5125824809074402},{"id":"https://openalex.org/C110121322","wikidata":"https://www.wikidata.org/wiki/Q865811","display_name":"Distribution (mathematics)","level":2,"score":0.5043405294418335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42967426776885986},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4056473970413208},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3240843415260315},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3009483814239502},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.193259596824646},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-16108-7_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-16108-7_13","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:153927","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/153927/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"     In: Hutter, M and Stephan, F and Vovk, V and Zeugmann, T, (eds.)  (Proceedings) 21st International Conference on Algorithmic Learning Theory (ALT) / 13th International Conference on Discovery Science (DS). (pp. pp. 119-133).  SPRINGER-VERLAG BERLIN (2010)     ","raw_type":"Proceedings paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1491300635","https://openalex.org/W1505937442","https://openalex.org/W1549437955","https://openalex.org/W1593594636","https://openalex.org/W1999678910","https://openalex.org/W2029029543","https://openalex.org/W2062295700","https://openalex.org/W2069735839","https://openalex.org/W2096612692","https://openalex.org/W2104290444","https://openalex.org/W2106491486","https://openalex.org/W2108810117","https://openalex.org/W2112065930","https://openalex.org/W2116314036","https://openalex.org/W2139338362","https://openalex.org/W2139823104","https://openalex.org/W2149991487","https://openalex.org/W2168022998","https://openalex.org/W2170207925","https://openalex.org/W2601021979","https://openalex.org/W2797333853","https://openalex.org/W2950103730","https://openalex.org/W2963011376","https://openalex.org/W2999905431","https://openalex.org/W4214686751","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2133205540","https://openalex.org/W3160546271","https://openalex.org/W1995246512","https://openalex.org/W1987768441","https://openalex.org/W1541815981","https://openalex.org/W4245459252","https://openalex.org/W4300987207","https://openalex.org/W2015748835","https://openalex.org/W4300552941","https://openalex.org/W1653667406"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
