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Microsoft Research

Microsoft Research

Technology and AI 359,000 subscribers

Programming Models for Estimates, Approximation, and Probabilistic Reasoning

27.06.2016 1,138 views
Published: 27.06.2016 Category: Technology and AI Views: 1,138

Episode details

Episode description

Many emerging applications produce and use estimates in domains as diverse as probabilistic reasoning, machine learning, data analytics, approximate computing, and sensor programming. This session will focus on programming language models for expert developers and the masses (application programmers without statistics background). In particular, we will explore how well current languages support developers in producing estimation models, computing with estimates, and reasoning about what the resulting programs mean.

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