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Active learning for optimal intervention design in causal models

Jiaqi Zhang, Louis V. Cammarata, Chandler Squires, Themistoklis P. Sapsis, Caroline Uhler

2023Nature Machine Intelligence24 citationsDOI

Topics & Concepts

Psychological interventionComputer scienceContext (archaeology)Machine learningCausal inferenceOutcome (game theory)Artificial intelligenceMathematical optimizationTheoretical computer scienceMathematicsPsychologyEconometricsBiologyPsychiatryPaleontologyMathematical economicsSingle-cell and spatial transcriptomicsGene Regulatory Network AnalysisMachine Learning and Algorithms
Active learning for optimal intervention design in causal models | Litcius