{"title":"Addressing Data Mismatch Issues in Federated AI","authors":"D. Verma","doi":"10.1201/9781003027171-4","DOIUrl":"https://doi.org/10.1201/9781003027171-4","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123847884","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Addressing Data Skew Issues in Federated Learning","authors":"D. Verma","doi":"10.1201/9781003027171-5","DOIUrl":"https://doi.org/10.1201/9781003027171-5","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132820982","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Addressing Synchronization Issues in Federated Learning","authors":"D. Verma","doi":"10.1201/9781003027171-7","DOIUrl":"https://doi.org/10.1201/9781003027171-7","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116580269","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Scenarios for Federated AI","authors":"D. Verma","doi":"10.1201/9781003027171-2","DOIUrl":"https://doi.org/10.1201/9781003027171-2","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127036566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Addressing Vertical Partitioning Issues in Federated Learning","authors":"D. Verma","doi":"10.1201/9781003027171-8","DOIUrl":"https://doi.org/10.1201/9781003027171-8","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"135 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124200099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Use Cases","authors":"D. Verma","doi":"10.1201/9781003027171-9","DOIUrl":"https://doi.org/10.1201/9781003027171-9","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114772496","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Addressing Trust Issues in Federated Learning","authors":"D. Verma","doi":"10.1201/9781003027171-6","DOIUrl":"https://doi.org/10.1201/9781003027171-6","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128718395","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Naive Federated Learning Approaches","authors":"D. Verma","doi":"10.1201/9781003027171-3","DOIUrl":"https://doi.org/10.1201/9781003027171-3","url":null,"abstract":"","PeriodicalId":119260,"journal":{"name":"Federated AI for Real-World Business Scenarios","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125916826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}