Machine Learning, Artificial Intelligence, Geometric Deep Learning, Drug Discovery, Editors Pick.
node types (like atom types C, N, O) and edge types (like single / double / triple bond) where adding noise to a graph corresponds to multiplication with the transition matrix (from one type to another) mined as marginal probabilities from the training set. The denoising neural net is a modified