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The following three MPI-SWS papers have been accepted to NeurIPS 2019, the flagship conference in machine learning: Teaching Multiple Concepts to a Forgetful Learner Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints Preference-Based Batch and Sequential Teaching: Towards a Unified View of Models