Discovering causally invariant features for out-of-distribution generalization
Yujie Wang, Kui Yu, Goh Yu Xiang, Fuyuan Cao, Jiye Liang
Topics & Concepts
Causal structureGeneralizationCausal modelCausality (physics)Artificial intelligenceInvariant (physics)EstimatorComputer scienceMachine learningVariable (mathematics)Set (abstract data type)MathematicsStatisticsMathematical physicsMathematical analysisPhysicsProgramming languageQuantum mechanicsDomain Adaptation and Few-Shot LearningBayesian Modeling and Causal InferenceData-Driven Disease Surveillance