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Established:
Intelligent machines and intelligent software rely on algorithms that can reason about observed data to make predictions or decisions that are useful. Such systems rely on machine learning and artificial intelligence, combining computation, data, models, and algorithms. Our mission, in…
Established:
At Microsoft Research, our causality research spans a broad array of topics, including: using causal insights to improve machine learning methods; adapting and scaling causal methods to leverage large-scale and high-dimensional datasets; and applying all these methods for data-driven decision…