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External Validity of Online Experiments: Can We Predict the Future? How much should we worry about external validity here? It’s a bit strong to say that we just “assume” this We’re of course well aware both that the future is different, and that issues like “the winner curse” lead to systematically overestimating treatment effects [2, 3]
p-Values for Your p-Values: Validating Metric Trustworthiness by . . . An A A test is an A B test where versions A and B are identical; there is no real change to the product An A A test is one of the most powerful tools for testing an A B testing platform end-to-end When it comes to testing p-values, A A tests have one incredibly useful property: we don’t have to assume the null hypothesis is true – we know it is
Nekara: Generalized Concurrency Testing - microsoft. com The models can be easily injected for testing, say through macros for C code or mocking utilities for higher-level languages like C# (Binary instrumentation is an overkill ) They can be shared between multiple teams that use the same form of concurrency, or a community can contribute to support models for a popular framework like pthreads
Self-explaining deep models with logic rule reasoning We present SELOR, a framework for integrating self-explaining capabilities into a given deep model to achieve both high prediction performance and human precision By “human precision”, we refer to the degree to which humans agree with the reasons models provide for their predictions Human precision affects user trust and allows users to collaborate closely with the model We demonstrate
Overview of Microsoft Dynamics AX build numbers LCS: Latest kernel versions – these updates are released on a monthly basis and go through a comprehensive testing cycle Important application hotfixes – check for a list of important fixes you may want to apply after upgrading to a cumulative update Management Reporter for Microsoft Dynamics ERP Installs and Service Packs Overview
Learning with Customers - Windows Insider - microsoft. com Learning alongside customers is a way of doing business that drives exciting innovations and remarkable outcomes Join us this month as we chat with Ryan Hill from the Azure customer experience team about the importance of connecting with customers to learn together