Jean-Francois Rajotte

Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)

Generating multivariate time series is a promising approach for sharing sensitive data in many medical, financial, and IoT applications. A common type of multivariate time series originates from a single source such as the biometric measurements from a medical patient. This leads to complex dynamica…