Learning Time Series Counterfactuals via Latent Space Representations
Zhendong Wang, Isak Samsten, Rami Mochaourab, Panagiotis Papapetrou
Topics & Concepts
InterpretabilityCounterfactual conditionalComputer scienceCounterfactual thinkingRepresentation (politics)Artificial intelligenceMargin (machine learning)Series (stratigraphy)Machine learningState spaceState (computer science)Latent variableAlgorithmMathematicsStatisticsPolitical sciencePoliticsBiologyLawEpistemologyPaleontologyPhilosophyTime Series Analysis and ForecastingAnomaly Detection Techniques and ApplicationsStock Market Forecasting Methods