{“id”:“https://openalex.org/W4378942547“,”doi“:”https://doi.org/10.48550/arxiv.2305.18552“,”title“:”Learning Linear Groups in Neural Networks“,”display_name“:”学习神经网络中的线性组“,”publication_year“:2023,”publiation_date“:”2023-01-01“,”ids“:{”openalex“:”https://openalex.org/W4378942547“,”doi“:”https://doi.org/10.48550/arxiv.2305.18552“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2305.18552“,”pdf_url“:空,”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,”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”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”type“:”preprint“,”type_crossref“:“posted-content”,”indexed_in“:[”arxiv“,”datacite“],”open_access“:{”is_oa“:true,”oa_status“:”green“,”oa_url“:”https://arxiv.org/abs/2305.18552“,”any_repository_has_fulltext“:true},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5075898065“,”display_name“:”Emmanouil Theodosis“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Theodosi,Emmanoul“,”raw _affiliation_strings“:],”affiliations“:【】},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5014282181“,”display_name“:”Karim Helwani“,”orcid“:null},”institutions“:[],”countries“:[],”is_corresponding“:false,”raw_author_name“:”Helwani,Karim“,”raw _affiliation_strings“:],”affiliations“:[/]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5002643771“,”display_name“:”Demba Ba“,”orcid“:”https://orcid.org/0000-0002-1139-1030“},”机构“:[],”国家“:[[],”is_corresponding“:false,”raw_author_name“:Ba,Demba”,“raw_affiliation_strings”:[]_fulltext“:false,”cited_by_count“:0,”cited_by_percentile_year“:{”min“:0”,“max”:77},“biblio”:{“volume”:null,“issue”:nul,“first_page”:null,“last_page”:null},”is_retracted“:false,”is_paratext“:false,”primary_topic“:”{“id”:“https://openalex.org/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9985,”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/T10320“,”display_name“:”神经网络基础与应用“,”score“:0.9985,”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/T11273“,”display_name“:”Graph Neural Network Models and Applications“,”score“:0.9927,”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”:0.9775,“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/keywords/structure-learning(https://openalex.org/关键词/结构学习)“,”display_name“:”结构学习“,”score“:0.618774},{”id“:”https://openalex.org/keywords/network-embedding“,”display_name“:”网络嵌入“,”score“:0.555718},{”id“:”https://openalex.org/keywords/representation-learning网站“,”display_name“:”表征学习“,”score“:0.549657},{”id“:”https://openalex.org/keywords/概率学习“,”display_name“:”概率学习“,”score“:0.533947},{”id“:”https://openalex.org/keywords/backpropagation-learning网站“,”display_name“:”反向传播学习“,”score“:0.517513}],”concepts“:[{”id“:”https://openalex.org/C2781067378,“wikidata”:https://www.wikidata.org/wiki/Q17027399“,”display_name“:”可解释性“,”level“:2,”score“:0.808415},{”id“:”https://openalex.org/C50644808,“wikidata”:https://www.wikidata.org/wiki/Q192776“,”display_name“:”人工神经网络“,”level“:2,”score“:0.7233745},{”id“:”https://openalex.org/C177148314,“wikidata”:https://www.wikidata.org/wiki/Q170084“,”display_name“:”Generalization“,”level“:2,”score“:0.7073565},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.57544196},{”id“:”https://openalex.org/C96469262,“wikidata”:https://www.wikidata.org/wiki/Q1324364“,”display_name“:”同质空间“,”level“:2,”score“:0.55795586},{”id“:”https://openalex.org/C2781311116,“wikidata”:https://www.wikidata.org/wiki/Q83306“,”display_name“:”组(周期表)“,”level“:2,”score“:0.54814494},{”id“:”https://openalex.org/C75553542,“wikidata”:https://www.wikidata.org/wiki/Q178161“,”display_name“:”先验和后验“,”level“:2,”score“:0.5338994},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.47176746},{”id“:”https://openalex.org/C2780451532,“wikidata”:https://www.wikidata.org/wiki/Q759676“,”display_name“:”任务(项目管理)“,”级别“:2,”分数“:0.45019084},{”id“:”https://openalex.org/C36503486,“wikidata”:https://www.wikidata.org/wiki/Q11235244“,”display_name“:”域(数学分析)“,”level“:2,”score“:0.4491607},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.42619497},{”id“:”https://openalex.org/C80444323,“wikidata”:https://www.wikidata.org/wiki/Q2878974“,”display_name“:”理论计算机科学“,”level“:1,”score“:0.3531138},{”id“:”https://openalex.org/C33923547,“wikidata”:https://www.wikidata.org/wiki/Q395“,”display_name“:”数学“,”等级“:0,”分数“:0.23986852},{”id“:”https://openalex.org/C127413603,“wikidata”:https://www.wikidata.org/wiki/Q11023“,”display_name“:”工程“,”级别“:0,”分数“:0.07404548},{”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/C138885662,“wikidata”:https://www.wikidata.org/wiki/Q5891“,”display_name“:”哲学“,”等级“:0,”分数“:0.0},{”id“:”https://openalex.org/C185592680,“wikidata”:https://www.wikidata.org/wiki/Q2329“,”display_name“:”Chemistry“,”level“:0,”score“:0.0},{”id“:”https://openalex.org/C2524010,“wikidata”:https://www.wikidata.org/wiki/Q8087“,”display_name“:”Geometry“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C111472728,“wikidata”:https://www.wikidata.org/wiki/Q9471“,”display_name“:”认识论“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C201995342,“wikidata”:https://www.wikidata.org/wiki/Q682496“,”display_name“:”系统工程“,”level“:1,”score“:0.0},{”id“:”https://openalex.org/C178790620,“wikidata”:https://www.wikidata.org/wiki/Q11351“,”display_name“:”有机化学“,”level“:1,”score“:0.0}],”mesh“:[],”locations_count“:3,”location“:[{”is_oa“:true,”landing_page_url“:”https://arxiv.org/abs/2305.18552“,”pdf_url“:空,”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,”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”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},{”is_oa“:true,”landing_page_url“:”http://arxiv.org/abs/2305.18552,“pdf_url”:网址:http://arxiv.org/pdf/2305.18552,“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,”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“:[”Cornell University“],“type”:“repository”},“license”:null,“licence_id”:null,“version”:“submittedVersion”,“is_accepted”:false,“is_published”:false},{“is_oa”:false,“landing_page_url”:“https://api.datacite.org/dois/10.48550/arxiv.2305.18552“,”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,”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://arxiv.org/abs/2305.18552“,”pdf_url“:空,”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,”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”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”submittedVersion“,”is_accepted“:false,”is_published“:false},”sustainable_development_goals“:[],”grants“:[],”datasets“:],”versions“:[https://openalex.org/W4390569940","https://openalex.org/W4388685194","https://openalex.org/W4388422664","https://openalex.org/W4361193272","https://openalex.org/W4312407344","https://openalex.org/W4310278675","https://openalex.org/W2963326959","https://openalex.org/W2905433371","https://openalex.org/W2894289927","https://openalex.org/W2888392564“],”ngrams_url“:”https://api.openalex.org/works/W4378942547/ngrams网站“,”“abstract_inverted_index”:{“Employ”:[0],“equivariance”:[1],“in”:[2,20,89102],“neural”:[3,41,58],“networks”:[4],“leads”:[5],“to”:[6,65,98108],“greater”:[7],“parameter”:[8],“efficiency”:[9],“and”:[10,92132],“improved”:[11],“generalization”:[12],“performance”:[13],“through”:[14],”“:[15,21,24,35,54,86,90,93122129133],”编码“:[16],”“:[17,26,34,57,85],”领域“:[18],”知识“:[19,84],”体系结构;“:[22],”然而,“:[23],”多数“:[25],”现有“:[27],”接近“:[28],”需要“:[29],”an“:[30],”a“:[31,40],”先验“:[32],”规范“:[33],”期望“:[36],”对称。“:[37],“我们”:[38105],“现在”:[39],“网络”:[42],“架构”,:[43],“线性”:[44,60],“组”:[45],“网”:[46],“(LGN),”:[47],“代表”:[48],“学习”:[49],“线形”:[50123],“群组”:[51,61,79,94110],“代理”:[52],“on”:[53111127],“权重”:[55],“空格”:[56],“网络。“:[59],”are“:[62],”desired“:[63],”due“:[64],”their“:[66],”inherent“:[67],”interpretability“,”:[68],“as”:[69,74],“their”:[70],“can”:[71,95],“be”:[72,96],“represented”:[73],“finited”:[75],“matrix”。“:[76],“LGN”:[77107],“learn”:[78109],“without”:[80],“any”:[81],“supervision”:[82],“or”:[83],“hidden”:[87],“symmetures”:[88],“data”:[91130],“mapped”:[C7],“well”:[99],“known”:[100],“operations”:[101],“machine”:[103],“learning”。“:[104],”使用“:[106],”多个“:[112],”数据集“:[113],”while“:[114],”考虑“:[115],”不同“:[116],”下游“:[117],”任务;“:[118],”we“:[119],”demove“:[120],”that“:[121],”group“:/124],”structure“:[125],”依赖“:[126],”both“:[128],”distribution“:[131],”considered“:[134],”task。“:[135]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4378942547“,”counts_by_year“:[],”updated_date“:”2024-06-23T01:29:09.958258“,”created_date:“2023-06-01”}“