Archives for causality in machine learning

08 Mar

Yoshua Bengio & Why He Is Bullish About Causal Learning

Recently, Yoshua Bengio and researchers from the University of Montreal, the Max-Planck Institute for Intelligent Systems and Google Research demonstrated how causal representation learning contributes to the robustness and generalisation of machine learning models. The team reviewed the fundamental concepts of causal inference and related them to crucial open problems of machine learning, including transfer…

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