Human-Centric Machine learning
- 5 followers
- Kaiserslautern, Germany
- https://learning.mpi-sws.org
Pinned
Repositories
- disease-control Public
Code and data for "Stochastic Optimal Control of Epidemic Processes in Networks", ML4H at NeurIPS 2018
- counterfactual-tpp Public
Code and real data for the paper "Counterfactual Temporal Point Processes", NeurIPS 2022
- counterfactual-explanations-mdp Public
Code for "Counterfactual Explanations in Sequential Decision Making Under Uncertainty", NeurIPS 2021
- stackexchange-dump-to-postgres Public
Python scripts to import StackExchange data dump into Postgres DB.
- Human-Machine-MDP Public
- improve-expert-predictions-conformal-prediction Public
Code for "Provably Improving Expert Predictions with Prediction Sets" , arXiv:2201.12006
- cfact-inference-second-opinions Public
Code for "Counterfactual Inference of Second Opinions", UAI 2022
- pooled-testing Public
Code for "Pooled Testing of Traced Contacts Under Superspreading Dynamics", PLOS Computational Biology
- Improve-Screening-via-Calibrated-Subset-Selection Public
Code for "Improving Screening Processes via Calibrated Subset Selection", ICML 2022
- differentiable-learning-under-triage Public
Code and real data for "Differentiable Learning Under Triage", NeurIPS 2021
