Laplacian Autoencoders for Learning Stochastic Representations

Marco Miani, Frederik Warburg, Pablo Moreno-Muñoz +2

Established methods for unsupervised representation learning such as variational autoencoders produce none or poorly calibrated uncertainty estimates making it difficult to evaluat…