Sontag Lab
Machine learning algorithms and applications to health care.
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- 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
clinicalml/seq_to_final_benchmark’s past year of commit activity - 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
clinicalml/finding-decision-heterogeneity-regions’s past year of commit activity - realhumaneval Public
clinicalml/realhumaneval’s past year of commit activity - 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)
clinicalml/onboarding_human_ai’s past year of commit activity - teaching-to-understand-ai Public
Code and webpages for our study on teaching humans to defer to an AI
clinicalml/teaching-to-understand-ai’s past year of commit activity