MLD3: Machine Learning for Data-Driven Decisions, University of Michigan
- 21 followers
- Ann Arbor, MI
- https://wiens-group.engin.umich.edu/
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Repositories
- FIDDLE Public
FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139
- cv_unstable_correlations Public
The official codebase accompanying the KDD 2025 paper “Cross-Validation for Longitudinal Datasets with Unstable Correlations.”
- LobsterNet Public
[CHIL 2025] Conditional Front-door Adjustment for Heterogeneous Treatment Assignment Effect Estimation Under Non-compliance
- ACDComorbidityEffects Public
Code for estimating the effects of comorbidities on the risk of all cause dementia.
- LearningLaplacianPEs Public
[AISTATS 2025] Learning Laplacian Positional Encodings for Heterophilous Graphs
- UnderstandingDynamicGraphs Public
[AISTATS 2025] Understanding GNNs and Homophily in Dynamic Node Classification
- gaming_detection Public
[NeurIPS 2024] Who’s Gaming the System? A Causally-Motivated Approach for Detecting Strategic Adaptation
- DCEM Public
[ICML 2024] From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions
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