Lecture 24: Robustness to Dataset Shift

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This lecture is primarily a discussion on things that can go wrong when deploying a machine learning model, even one that may have trained and tested well prior to deployment. Speaker: David Sontag Lecture 24: Robustness to Dataset Shift slides (PDF - 2.2MB)