MLD3: Machine Learning for Data-Driven Decisions, University of Michigan
Code repository for work by the MLD3 lab.
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- Ann Arbor, MI
- https://wiens-group.engin.umich.edu/
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- OfflineRL_Pipeline Public
Optimizing Loop Diuretic Treatment in Hospitalized Patients: A Case Study in Practical Application of Offline Reinforcement Learning to Healthcare
- CounterfactualAnnot-SemiOPE Public
[NeurIPS 2023] Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation. https://arxiv.org/abs/2310.17146
- ConceptCredibleModel Public
- Instance_Dependent_Label_Noise Public
Code for "Leveraging an Alignment Set in Tackling Instance-Dependent Label Noise" in CHIL 2023
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- sparse-informative-variables Public
- disparate_censorship Public
- OfflineRL_FactoredActions Public
[NeurIPS 2022] Leveraging Factored Action Spaces for Efficient Offline RL in Healthcare.