Sontag Lab
Machine learning algorithms and applications to health care.
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Repositories
Showing 10 of 63 repositories
- uti-causal-inference Public
- realhumaneval Public
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- large-scale-temporal-shift-study Public
Code for Large-Scale Study of Temporal Shift in Health Insurance Claims. Christina X Ji, Ahmed M Alaa, David Sontag. CHIL, 2023. https://arxiv.org/abs/2305.05087
- seq_to_final_benchmark Public
Code for Seq-to-Final: A Benchmark for Tuning from Sequential Distributions to a Final Time Point. Christina X Ji, Ahmed M Alaa, David Sontag. https://arxiv.org/abs/2407.09642
- finding-decision-heterogeneity-regions Public
Code for "Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance" at NeurIPS 2021 https://arxiv.org/abs/2110.14508
- onboarding_human_ai Public
Onboarding Humans to work with AI: Algorithms to find regions and describe them in natural language that show how humans should collaborate with AI (NeurIPS23)