Inducing Point Allocation for Sparse Gaussian Processes

Neural Diffusion Processes

PF^2ES: Parallel Feasible Pareto Frontier Entropy Search

Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes

Bayesian quantile and expectile optimisation

Memory Safe Computations with XLA Compiler

TREGO: a Trust-Region Framework for Efficient Global Optimization

An empirical evaluation of active inference in multi-armed bandits

Bayesian inversion of a diffusion model with application to biology