Maria I. Gorinova, Advait Sarkar, A. Blackwell, Don Syme
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A Live, Multiple-Representation Probabilistic Programming Environment for Novices
We present a live, multiple-representation novice environment for probabilistic programming based on the Infer.NET language. When compared to a text-only editor in a controlled experiment on 16 participants, our system showed a significant reduction in keystrokes during introductory probabilistic programming exercises, and subsequently, a significant improvement in program description and debugging tasks as measured by task time, keystrokes and deletions.
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