main webpage W Topic Debugging Debugging probabilistic programs 2017 Many applications compute with estimated and uncertain data. While advances in probabilistic programming help developers build such applications, debugging them remains extremely challenging. New types of errors in probabilistic programs include 1) ignoring d… Article Open Debugging Open Article Page

Debugging

Process of finding and resolving defects or problems within a computer program In computer programming and software development, debugging is the process of finding and resolving bugs (defects or problems that prevent correct operation) within computer programs, software, or systems. Debugging tactics can involve interactive debugging, control flow analysis, unit testing, integration testing, log file analysis, monitoring at the application or system level, memory dumps, and profiling. Many programming languages and software development tools also offer programs to aid in debugging, known as debuggers . … Critical Symbolic Virtual Narrative Open Debugging Open Article Page

Exploring foci of: Debugging probabilistic programs 2017 Many applications compute with estimated and uncertain data. While advances in probabilistic programming help developers build such applications, debugging them remains extremely challenging. New types of errors in probabilistic programs include 1) ignoring dependencies and correlation between random variables and in training data, 2) poorly chosen inference hyper-parameters, and 3) incorrect statistical models. A partial solution to prevent these errors in some languages forbids developers from explicitly invokin… Open Article Page

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Explore Debugging W Topic Debugging Debugging probabilistic programs 2017 Many applications compute with estimated and uncertain data. While advances in probabilistic programming help developers build such applications, debugging them remains extremely challenging. New types of errors in probabilistic programs include 1) ignoring d… Article Critical Symbolic Virtual Narrative Open Debugging Open Article Page