{"title":"General Probability in Coq","authors":"Avraham Shinnar, B. Trager","doi":"10.1109/dsn-w54100.2022.00021","DOIUrl":null,"url":null,"abstract":"We have developed a general probability library in the Coq proof assistant intended for applications in machine learning and stochastic approximation. We will discuss design decisions and lessons learned.","PeriodicalId":349937,"journal":{"name":"2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)","volume":"68 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/dsn-w54100.2022.00021","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
We have developed a general probability library in the Coq proof assistant intended for applications in machine learning and stochastic approximation. We will discuss design decisions and lessons learned.