Fast and Scalable Spike and Slab Variable Selection in High-Dimensional Gaussian Processes. - Hugh Dance; Brooks Paige (AISTATS, 2022)

Spectral Representations for Accurate Causal Uncertainty Quantification with Gaussian Processes. - Hugh Dance; Peter Orbanz; Arthur Gretton (CoRR, 2024)

Distinguishing Cause from Effect with Causal Velocity Models. - Johnny Xi; Hugh Dance; Peter Orbanz; Benjamin Bloem-Reddy (CoRR, 2025)

Efficiently Vectorized MCMC on Modern Accelerators. - Hugh Dance; Pierre Glaser; Peter Orbanz; Ryan P. Adams (CoRR, 2025)