Approximate Probabilistic Inference for Time-Series Data A Robust Latent Gaussian Model With Temporal Awareness

Anton Johansson, Arunselvan Ramaswamy

The development of robust generative models for highly varied non-stationary time series data is a complex yet important problem. Traditional models for time series data prediction…