Scalable Logistic Gaussian Process Density Regression with Kinetic Langevin Sampling

Daniel Paulin, Ádám Jung, András A. Benczúr

Conditional density estimation targets the full distribution of a response given covariates, as required, for example, for per-galaxy photometric redshifts. We develop a scalable B…