Bivariate Causal Discovery using Bayesian Model Selection. - Anish Dhir; Samuel Power; Mark van der Wilk (ICML, 2024)

Momentum Particle Maximum Likelihood. - Jen Ning Lim; Juan Kuntz; Samuel Power; Adam M. Johansen (ICML, 2024)

Error bounds for particle gradient descent, and extensions of the log-Sobolev and Talagrand inequalities. - Rocco Caprio; Juan Kuntz; Samuel Power; Adam M. Johansen (CoRR, 2024)

Prediction-Centric Uncertainty Quantification via MMD. - Zheyang Shen; Jeremias Knoblauch; Samuel Power; Chris J. Oates (AISTATS, 2025)

Big Batch Bayesian Active Learning by Considering Predictive Probabilities. - Sebastian W. Ober; Samuel Power; Tom Diethe; Henry B. Moss (CoRR, 2025)