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- W4287710367 abstract "We introduce computational causal inference as an interdisciplinary field across causal inference, algorithms design and numerical computing. The field aims to develop software specializing in causal inference that can analyze massive datasets with a variety of causal effects, in a performant, general, and robust way. The focus on software improves research agility, and enables causal inference to be easily integrated into large engineering systems. In particular, we use computational causal inference to deepen the relationship between causal inference, online experimentation, and algorithmic decision making. This paper describes the new field, the demand, opportunities for scalability, open challenges, and begins the discussion for how the community can unite to solve challenges for scaling causal inference and decision making." @default.
- W4287710367 created "2022-07-26" @default.
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- W4287710367 date "2020-07-21" @default.
- W4287710367 modified "2023-09-26" @default.
- W4287710367 title "Computational Causal Inference" @default.
- W4287710367 hasPublicationYear "2020" @default.
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