Bayesian Modeling

All your loss are belong to Bayes

Quantile Propagation for Wasserstein-Approximate Gaussian Processes

Variational Inference for Sparse Gaussian Process Modulated Hawkes Process

Efficient non-parametric Bayesian Hawkes processes

Monge blunts Bayes: Hardness results for adversarial training

Fast Bayesian Intensity Estimation for the Permanental Process

Sparse Multiscale Gaussian Process Regression