Human-Centric Machine learning
Human-Centric Machine learning at MPI-SWS
- 33 followers
- Kaiserslautern, Germany
- https://learning.mpi-sws.org
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- improve-expert-predictions-conformal-prediction Public
Code for "Improving Expert Predictions with Prediction Sets" , ICML 2023
- strategic-decisions Public
Code and data for decision making under strategic behavior, NeurIPS 2020 & Management Science 2024.
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- disease-control Public
Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018
- counterfactual-explanations-mdp Public
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
- counterfactual-tpp Public
Code and real data for "Counterfactual Temporal Point Processes", NeurIPS 2022
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- pooled-testing Public
Code for "Pooled Testing of Traced Contacts Under Superspreading Dynamics", PLOS Computational Biology
- differentiable-learning-under-triage Public
Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021