Watch Chi Nhan Nguyen's Machine Learning Conference session
Deep probabilistic modelling with Pyro
The success of deep neural networks in diverse areas as image recognition and natural language processing has been outstanding in recent years. However, classical machine learning and deep learning algorithms can only propose the most probable solutions and are not able to adequately model uncertainty.
