Moritz K Lehmann

Semi-supervised Conditional Density Estimation with Wasserstein Laplacian Regularisation

Conditional Density Estimation (CDE) has wide-reaching applicability to various real-world problems, such as spatial density estimation and environmental modelling. CDE estimates the probability density of a random variable rather than a single value and can thus model uncertainty and inverse proble…