Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography

Andrew C. Miller, Ziad Obermeyer, John P. Cunningham, Sendhil Mullainathan

Abstract: Generative models often use latent variables to represent structured variation in high-dimensional data, such as images and medical waveforms. However, these latent variables may ignore subtle, yet...