Embedding high-dimensional Bayesian optimization via generative modeling: Parameter personalization of cardiac electrophysiological models
Jwala Dhamala, Pradeep Bajracharya, Hermenegild Arevalo, John L. Sapp, B. Milan Horáček, Kathérine C. Wu, Natalia A. Trayanova, Linwei Wang
Topics & Concepts
EmbeddingGenerative modelComputer scienceBayesian optimizationDimension (graph theory)Parameter spaceDimensionality reductionBayesian probabilityArtificial intelligenceSpace (punctuation)EncoderCode (set theory)Generative grammarRange (aeronautics)AlgorithmPattern recognition (psychology)Machine learningMathematicsSet (abstract data type)Operating systemComposite materialProgramming languageMaterials sciencePure mathematicsStatisticsCardiac electrophysiology and arrhythmiasPhonocardiography and Auscultation Techniques