{“id”:“https://openalex.org/W3205347295“,”doi“:”https://doi.org/10.3390/e23101330网址“,”title“:”PAC-Bayes Unleashed:“泛化与无限损失之间的界限”,“display_name”:“PAC-Bayers Unleased:泛化与无界限损失之间的边界”,“publication_year”:2021,“publiation_date”:“2021-10-12”,“ids”:{“openalex”:“https://openalex.org/W3205347295“,”doi“:”https://doi.org/10.3390/e23101330网址“,”mag“:”3205347295“,”pmid“:”https://pubmed.ncbi.nlm.nih.gov/34682054“,”pmcid“:”https://www.ncbi.nlm.nih.gov/pmc/articles/8534909“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.3390/e23101330网址,“pdf_url”:https://www.mdpi.com/1099-4300/23/10/1330/pdf?版本=1634027388,“源”:{“id”:https://openalex.org/S195231649“,”display_name“:”Entropy“,”issn_l“:”1099-4300“,”isn“:[”1099-4600“],”is_oa“:true,”is-in_doaj“:true,”is_core“:真,”host_organization“:”https://openalex.org/P4310310987“,”“host_organization_name”:“多学科数字出版研究所”,“host_ordanization_lineage”:[“https://openalex.org/P4310310987“],”host_organization_lineage_names“:[”多学科数字出版研究所“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“journal-article”,”indexed_in“:[”arxiv“,”crossref“,”datacite“,”doaj“,”pubmed“],”open_access“:{”is_oa“:true,”oa_status“:”gold“,”oa_url“:”https://www.mdpi.com/1099-4300/23/10/1330/pdf?版本=1634027388“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5035800184“,”display_name“:”Maxime Haddouche“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I4210150317“,”display_name“:”Laboratoire de Biologie et Pharmacologie Applique\u00e9e“,”ror“:”https://ror.org/03njrcx45“,”“country_code”“:”FR“,”type“:”facility“,”lineage“:[”https://openalex.org/I11559806","https://openalex.org/I1294671590","https://openalex.org/I4210096427","https://openalex.org/I4210150317“]},{”id“:”https://openalex.org/I29607241“,”display_name“:”\u00c9cole Normale Sup\u00e9rieure-PSL“,”ror“:”https://ror.org/05a0dhs15“,”country_code“:”FR“,”type“:“other”,”lineage“:[”https://openalex.org/I29607241“]},{”id“:”https://openalex.org/I11559806“,”display_name“:”\u00c9cole Normale Sup\u00e9rieure Paris-Saclay“,”ror“:”https://ror.org/00hx6zz33“,”country_code“:”FR“,”type“:“教育”,”世系“:[”https://openalex.org/I11559806“]},{”id“:”https://openalex.org/I1326498283“,”“display_name”:“Institute national de recherche en informatique et en automatique”,“错误”:“https://ror.org/02kvxyf05“,”country_code“:”FR“,”type“:“政府”,”世系“:[”https://openalex.org/I1326498283“]}],”国家“:[”FR“],”is_corresponding“:false,”raw_author_name“:”Maxime Haddouche“,”raw _affiliation_strings“:[“ENS Paris Saclay-Ecole Normale Sup\u00e9rieure Paris-Saclay(4 avenue des Sciences,91190 Gif-sur-Yvette-France)”,“Inria-London-Inria London Programme(France)“],“affiliations”:[{“raw _affeliation_string”:“ENS Paris Saclay-巴黎师范学院-Sup\u00e9rieure Paris-Saclay(4 avenue des Sciences,91190 Gif-sur-Yvette-France)“,”institution_ids“:[”https://openalex.org/I4210150317","https://openalex.org/I29607241","https://openalex.org/I11559806“]},{”raw_affiliation_string“:”Inria-London-Inria London计划(法国)“,”institution_ids“:[”https://openalex.org/I1326498283“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5070312562“,”display_name“:”Benjamin Guedj“,”orcid“:”https://orcid.org/0000-0003-1237-7430},“机构”:[{“id”:https://openalex.org/I45129253“,”display_name“:”伦敦大学学院“,”ror“:”https://ror.org/02jx3x895“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947","https://openalex.org/I45129253“]},{”id“:”https://openalex.org/I124357947“,”display_name“:”伦敦大学“,”ror“:”https://ror.org/04cw6st05“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947“]},{”id“:”https://openalex.org/I1326498283“,”“display_name”:“Institute national de recherche en informatique et en automatique”,“错误”:“https://ror.org/02kvxyf05“,”country_code“:”FR“,”type“:“政府”,”世系“:[”https://openalex.org/I1326498283“]}],”国家“:[”FR“,”GB“],”is_corresponding“:false,”raw_author_name“:”Benjamin Guedj“,”raw _affiliation_strings“:[“Inria-CWI-Inria-CWI(法国)”,“Inria-London-Inria London Programme(法国)(Gower Street,London WC1E 6BT-英国)“,”UCL-CS-计算机科学系[伦敦大学学院](伦敦大学学院计算机科学系Adastral Park-Martlesham IP5 3RE-英国-英国)”],“附属机构”:[{“raw_affiliation_string”:“UCL-伦敦大学学院[伦敦](Gower Street,London WC1E 6BT-英国)“,”institution_ids“:[”https://openalex.org/I45129253“]},{”raw_affiliation_string“:”UCL-CS-计算机科学系[伦敦大学学院](伦敦大学学院计算机科学系Adastral Park-Martlesham IP5 3RE-英国-英国)“,”institution_ids“:[”https://openalex.org/I45129253","https://openalex.org/I124357947“]},{”raw_affiliation_string“:”MODAL-数据分析和学习模型(法国)“,”institution_ids“:[]}https://openalex.org/I1326498283“]},{”raw_affiliation_string“:”Inria-CWI-Inria-CWI(法国)“,”institution_ids“:[”https://openalex.org/I1326498283“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5068850453“,”display_name“:”Omar Rivasplata“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I45129253“,”display_name“:”伦敦大学学院“,”ror“:”https://ror.org/02jx3x895“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947","https://openalex.org/I45129253“]},{”id“:”https://openalex.org/I124357947“,”display_name“:”伦敦大学“,”ror“:”https://ror.org/04cw6st05“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947“]},{”id“:”https://openalex.org/I1326498283“,”“display_name”:“Institute national de recherche en informatique et en automatique”,“错误”:“https://ror.org/02kvxyf05“,”country_code“:”FR“,”type“:“政府”,”世系“:[”https://openalex.org/I1326498283“]}],”国家“:[”FR“,”GB“],”is_corresponding“:false,”raw_author_name“:”Omar Rivasplata“,”raw _affiliation_strings“:[“Inria-London-Inria London Programme(France)”,“UCL-伦敦大学学院[伦敦](Gower Street,London WC1E 6BT-United Kingdom)”,”UCL-CS-计算机科学系[伦敦大学学院](伦敦大学学院计算机科学系Adastral Park-Martlesham IP5 3RE-英国-英国)“],“affiliations”:[{“raw_affiliation_string”:“UCL-CS-计算机科学系[伦敦大学学院](伦敦大学院计算机科学系Adastral Park-Mardlesham IP5RE-英国/英国)”,“机构ID“:[”https://openalex.org/I45129253","https://openalex.org/I124357947“]},{”raw_affiliation_string“:”伦敦大学学院-伦敦大学学院[伦敦](Gower Street,London WC1E 6BT-英国)“,”institution_ids“:[”https://openalex.org/I45129253“]},{”raw_affiliation_string“:”Inria-London-Inria London计划(法国)“,”institution_ids“:[”https://openalex.org/I1326498283“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5047980012“,”display_name“:”John Shawe\u2010Taylor“,”orcid“:”https://orcid.org/0000-0002-2030-0073},“机构”:[{“id”:https://openalex.org/I45129253“,”display_name“:”伦敦大学学院“,”ror“:”https://ror.org/02jx3x895“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947","https://openalex.org/I45129253“]},{”id“:”https://openalex.org/I124357947“,”display_name“:”伦敦大学“,”ror“:”https://ror.org/04cw6st05“,”country_code“:”GB“,”type“:“教育”,”世系“:[”https://openalex.org/I124357947“]},{”id“:”https://openalex.org/I1326498283“,”“display_name”:“Institute national de recherche en informatique et en automatique”,“错误”:“https://ror.org/02kvxyf05“,”country_code“:”FR“,”type“:“政府”,”世系“:[”https://openalex.org/I1326498283“]}],”国家“:[”FR“,”GB“],”is_corresponding“:false,”raw_author_name“:”John Shawe-Taylor“,”raw _affiliation_strings“:[“Inria-London-Inria London Programme(法国)”,“UCL-伦敦大学学院[伦敦](Gower Street,London WC1E 6BT-英国)”,”UCL-CS-计算机科学系[伦敦大学学院](伦敦大学学院计算机科学系Adastral Park-Martlesham IP5 3RE-英国-英国)“],“affiliations”:[{“raw_affiliation_string”:“UCL-CS-计算机科学系[伦敦大学学院](伦敦大学院计算机科学系Adastral Park-Mardlesham IP5RE-英国/英国)”,“机构ID“:[”https://openalex.org/I45129253","https://openalex.org/I124357947“]},{”raw_affiliation_string“:”伦敦大学学院-伦敦大学学院[伦敦](Gower Street,London WC1E 6BT-英国)“,”institution_ids“:[”https://openalex.org/I45129253“]},{”raw_affiliation_string“:”Inria-London-Inria London计划(法国)“,”institution_ids“:[”https://openalex.org/I1326498283“]}]}],”institution_assertions“:[],”countries_distiction_count“:2,”institutions_disticent_count”:6,”corresponding_author_ids“:[[],”corresponding_institution_ids”:[]、“apc_list”:{“value”:2000,”currency“:”CHF“,”value_usd“:2165,”provenance“:”doaj“},”apc_payed“:{”value“:2000,“currencry”:“CHF”,”“value_usd:”2165,“出处”:“doaj”},“fwci”:1.517,“has_fulltext“:true,”fulltext_origin“:”pdf“,”cited_by_count“:17,”citation_normalized_percentile“:{”value“:0.999972,”is_in_top_1_percent“:true,”is_in_top_10_percennt“:true},”citted_by_percentile_year“:{“min”:93,“max”:94},“biblio”:{“volume”:“23”,“issue”:“10”,“first_page”:“1330”,“lastage”:“1130”},“is_retracted”:false,“is_paratext”:false,“主主题“:{”id“:”https://openalex.org/T12072“,”“display_name”:“机器学习研究中的主动学习”,“score”:0.9998,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T12072“,”“display_name”:“机器学习研究中的主动学习”,“score”:0.9998,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11303“,”“display_name”:“贝叶斯网络中的学习和推理”,“score”:0.9953,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T12814“,”display_name“:”机器学习中的高斯过程“,”score“:0.9906,”subfield“:{”id“:”https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/关键字/可用“,”display_name“:”USable“,”score“:0.58778113},{”id“:”https://openalex.org/keywords/probabilistic-learning网站“,”display_name“:”概率学习“,”score“:0.533094},{”id“:”https://openalex.org/keywords/semi-supervised-learning网站“,”display_name“:”半监督学习“,”score“:0.501868},{”id“:”https://openalex.org/keywords/相关性“,”display_name“:”相关性(法律)“,”score“:0.4197836}],”concepts“:[{”id“:”https://openalex.org/C207201462,“wikidata”:https://www.wikidata.org/wiki/Q182505“,”display_name“:”Bayes定理“,”level“:3,”score“:0.61710554},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.6121308},{”id“:”https://openalex.org/C204323151,“wikidata”:https://www.wikidata.org/wiki/Q905424“,”“display_name”“:”范围(航空)“,”级别“:2,”分数“:0.60015196},{”id“:”https://openalex.org/C2780615836,“wikidata”:https://www.wikidata.org/wiki/Q2471869“,”display_name“:”USable“,”level“:2,”score“:0.58778113},{”id“:”https://openalex.org/C34388435,“wikidata”:https://www.wikidata.org/wiki/Q2267362“,”display_name“:”绑定函数“,”level“:2,”score“:0.58299583},{”id“:”https://openalex.org/C107673813,“wikidata”:https://www.wikidata.org/wiki/Q812534(网址:https://www.wikidata.org/wiki/Q812534)“,”display_name“:”贝叶斯概率“,”level“:2,”score“:0.525234},{”id“:”https://openalex.org/C45374587,“wikidata”:https://www.wikidata.org/wiki/Q12525525“,”display_name“:”计算“,”级别“:2,”分数“:0.5000942},{”id“:”https://openalex.org/C14036430网址,“wikidata”:https://www.wikidata.org/wiki/Q3736076“,”display_name“:”功能(生物学)“,”级别“:2,”分数“:0.45157734},{”id“:”https://openalex.org/C158154518,“wikidata”:https://www.wikidata.org/wiki/Q7310970“,”display_name“:”相关性(法律)“,”level“:2,”score“:0.4197836},{”id“:”https://openalex.org/C28826006,“wikidata”:https://www.wikidata.org/wiki/Q33521“,”display_name“:”应用数学“,”level“:1,”score“:0.3967185},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.38208562},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.3780756},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.37386534},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.36922604},{”id“:”https://openalex.org/C134306372,“wikidata”:https://www.wikidata.org/wiki/Q7754“,”display_name“:”数学分析“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C192562407,“wikidata”:https://www.wikidata.org/wiki/Q228736“,”display_name“:”材料科学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C78458016,“wikidata”:https://www.wikidata.org/wiki/Q840400“,”display_name“:”进化生物学“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C136764020,“wikidata”:https://www.wikidata.org/wiki/Q466“,”display_name“:”万维网“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C17744445,“wikidata”:https://www.wikidata.org/wiki/Q36442“,”display_name“:”政治学“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C199539241,“wikidata”:https://www.wikidata.org/wiki/Q7748“,”display_name“:”Law“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C159985019,“wikidata”:https://www.wikidata.org/wiki/Q181790“,”display_name“:”复合材料“,”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}],”mesh“:[],”locations_count“:9,”location“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.3390/e23101330网址,“pdf_url”:https://www.mdpi.com/1099-4300/23/10/1330/pdf?版本=1634027388,“源”:{“id”:https://openalex.org/S195231649“,”display_name“:”Entropy“,”issn_l“:”1099-4300“,”isn“:[”1099-4600“],”is_oa“:true,”is-in_doaj“:true,”is_core“:真,”host_organization“:”https://openalex.org/P4310310987“,”“host_organization_name”:“多学科数字出版研究所”,“host_ordanization_lineage”:[“https://openalex.org/P4310310987“],”host_organization_lineage_names“:[”多学科数字出版研究所“],”type“:”journal“},”license“:”抄送人“,”license_id“:”https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:true,”landing_page_url“:”http://arxiv.org/abs/2006.07279,“pdf_url”:http://arxiv.org/pdf/2006.07279,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is.in_doaj“:false,”is_core“:fase,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],”type“:”repository“},”license“:null,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”https://hal.inia.fr/hal-02872173,“pdf_url”:https://inria.hal.science/hal-02872173/document(英文),“源”:{“id”:https://openalex.org/S4306402512“,”display_name“:”HAL(通信科学指导中心)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is-in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1294671590“,”“host_organization_name”:“国家科学研究中心”,“host_ordanization_lineage”:[“https://openalex.org/I1294671590“],”host_organization_lineage_names“:[”Centre National de la Recherche Scientifique“],“type”:“repository”},“license”:“other-oa”,“licence_id”:“https://openalex.org/licenses/other-oa“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:false,”landing_page_url“:”https://doaj.org/article/33a65f3c2a0647d88343c961a8a42f1f“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306401280“,”display_name“:”DOAJ(DOAJ:开放存取期刊目录)“,”issn_l“:null,”issn“:null:”is_oa“:true,”is_in_DOAJ“:false,”is_core“:false,”host_organization“:null,”host_organization_name“:null,“host_orgganization_lineage”:[],“host_orgganization _lineage_names”:[[],”type“:”repository“}”,“license”:nullis_accepted“:false,”is_published“:false},{“is_oa”:true,”landing_page_url“:”https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534909“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S2764455111“,”display_name“:”PubMed Central“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1299303238“,”“host_organization_name”:“美国国立卫生研究院”,“host_ordanization_lineage”:[“https://openalex.org/I1299303238“],”host_organization_lineage_names“:[”National Institutes of Health“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“publishedVersion”,“is_accepted”:true,“is_published”:true},{“is_oa”:true,“landing_page_url”:“https://arxiv.org/abs/2006.07279,“pdf_url”:https://arxiv.org/pdf/2006年7279年,“源”:{“id”:https://openalex.org/S4306400194“,”display_name“:”arXiv(康奈尔大学)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I205783295“,”“host_organization_name”:“康奈尔大学”,“host_organization_lineage”:[“https://openalex.org/I205783295“],”host_organization_lineage_names“:[”康奈尔大学“],”type“:”repository“},”license“:null,”license_id“:null,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”https://hal.inia.fr/hal-02872173/file/2006.07279.pdf,“pdf_url”:https://hal.inia.fr/hal-02872173/file/2006.07279.pdf,“源”:{“id”:https://openalex.org/S4306402512“,”display_name“:”HAL(通信科学指导中心)“,”issn_l“:null,”issn“:null,”is_oa“:true,”is-in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1294671590“,”“host_organization_name”:“国家科学研究中心”,“host_ordanization_lineage”:[“https://openalex.org/I1294671590“],”host_organization_lineage_names“:[”Centre National de la Recherche Scientifique“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://pubmed.ncbi.nlm.nih.gov/34682054“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4306525036“,”display_name“:”PubMed“,”issn_l“:null,”issn“:null,”is_oa“:false,”is_in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I1299303238“,”“host_organization_name”:“美国国立卫生研究院”,“host_ordanization_lineage”:[“https://openalex.org/I1299303238“],”host_organization_lineage_names“:[”National Institutes of Health“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:null,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.2006.07279“,”pdf_url“:空,”源“:{”id“:”https://openalex.org/S4393179698“,”display_name“:”DataCite API“,”issn_l“:null,”issn“:null,”is_oa“:true,”is_ in_doaj“:false,”is_core“:false,”host_organization“:”https://openalex.org/I4210145204“,”“host_organization_name”:“DataCite”,“host_organization_lineage”:[“https://openalex.org/I4210145204“],”host_organization_lineage_names“:[”DataCite“],“type”:“metadata”},“license”:null,“licence_id”:null,“version”:null}],“best_oa_location”:{“is_oa”:true,“landing_page_url”:“https://doi.org/10.3390/e23101330网址,“pdf_url”:https://www.mdpi.com/1099-4300/23/10/1330/pdf?版本=1634027388,“源”:{“id”:https://openalex.org/S195231649“,”display_name“:”Entropy“,”issn_l“:”1099-4300“,”isn“:[”1099-4600“],”is_oa“:true,”is-in_doaj“:true,”is_core“:真,”host_organization“:”https://openalex.org/P4310310987“,”“host_organization_name”:“多学科数字出版研究所”,“host_ordanization_lineage”:[“https://openalex.org/P4310310987“],”host_organization_lineage_names“:[”多学科数字出版研究所“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”score“:0.43,”id“:”https://metadata.un.org/sdg/10“,”display_name“:”简化不等式“}],”grants“:[],”datasets“:[],”versions“:[”https://openalex.org/W3205347295“],”referenced_works_count“:33,”referrenced_works“:[”https://openalex.org/W1506859583","https://openalex.org/W1595104989","https://openalex.org/W1850578340","https://openalex.org/W1859987214","https://openalex.org/W1994530392","https://openalex.org/W1999376700","https://openalex.org/W2014384147","https://openalex.org/W2022090913","https://openalex.org/W2029029543","https://openalex.org/W2037945980","https://openalex.org/W2062714872","https://openalex.org/W2092654494","https://openalex.org/W2108810117","https://openalex.org/W2130464645","https://openalex.org/W2149991487","https://openalex.org/W2168022998","https://openalex.org/W2170207925","https://openalex.org/W2316600383","https://openalex.org/W2535170036","https://openalex.org/W2559655401","https://openalex.org/W2771719469","https://openalex.org/W2945405745","https://openalex.org/W2962927523","https://openalex.org/W29958700091","https://openalex.org/W3009557165","https://openalex.org/W3121853064网址","https://openalex.org/W3147532007","https://openalex.org/W4254362479","https://openalex.org/W4288115438","https://openalex.org/W4288346045","https://openalex.org/W4288358578","https://openalex.org/W4297813512","https://openalex.org/W4298532043“],”related_works“:[”https://openalex.org/W4389422031","https://openalex.org/W4388292429","https://openalex.org/W2982321410","https://openalex.org/W2940029036","https://openalex.org/W2756595502","https://openalex.org/W2392004567","https://openalex.org/W2219281195","https://openalex.org/W2187233292","https://openalex.org/W2046296964","https://openalex.org/W2010789764“],”abstract_inverted_index“:{”We“:[0],”present“:[1],”new“:[2,76],”PAC-Bayesian“:[3,89],”泛化“:[4,90],”界限“:[5],”for“:[6,92],”learning“:[7,22,33],”problems“:[8,34],”with“:[9,35],”unbounded“:[10,93],”loss“:[11,38,64],”functions.“:[12],”This“:[13,70],“扩展”:[14],“:[15,20,27,46,60,63111],“相关性”:[16],“和”:[17,96122],“适用性“:[18],”of“:[19,26,62,78124],”PAC-Bayes“:[21],”framework“,:[23],”where“:[24],”most“:[25],”existing“:[28],“文献”:[29],”focuss“:[30],”on“:[31,67,83100118],”suspensived“:[32],”a“:[36,87101],”bounded“:[37],”function“:[39],”(通常为“:[40],”假设“:[41],”to“:[42,51,58,65],”take“:[43],”values“:[44],”in“:[45],”interval“:[47],”[0;1]).“:[48],”In“:[49],”order“:[50],”relax“:[22],”this“:[53],”classical“:[P4],”assemption“:[55],”we“:【56,85,97115],”propose“:【57】,”allow“:【59】,”range“:【61】,”depend“:【66】,”each“:【68】,”predicator“。“:[69],”放松“:[71],”是“:[72],”捕获“:[73],”由“:[74110],”我们的“:[75107125],”概念“:[77],”超感依赖“:[79],”范围E“:[80],”(HYPE)。“:[81],”基于“:[82],”this,“:[84],”派生“:[86],”新颖“:[88],”绑定“:[91],”函数“:[95],”实例化“:[98],”it“:[99],”线性“:[102],”回归“:[103],”问题。“:[104],”致“:[105],”制造“:[106],”理论“:[108],”可用“:[109],”最大“:[112],”受众“:[113],”可能“:[114],”包括“:[116],”讨论“:[117],”实际“:[119],”计算“:[120],”实用性“:[121],”限制“:[123],”假设“。“:[126]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W3205347295“,”counts_by_year“:[{年:2024,”cited_by_count“:5},{年“:2023,”cited_by_count”:4},}“年”:2022,”citecd_by_count“:2},”年度“:2021,”citesd_by_count“:4}、{年”:2020,”citted_by-count“:1}],”updated_date“:”2024-09-24T11:09:06.062088“,”created_date:“2021-10-25”}