Power, Samuel

6 publications

NeurIPS 2025 Distributional Training Data Attribution: What Do Influence Functions Sample? Bruno Kacper Mlodozeniec, Isaac Reid, Samuel Power, David Krueger, Murat A Erdogdu, Richard E. Turner, Roger Baker Grosse

JMLR 2025 Error Bounds for Particle Gradient Descent, and Extensions of the Log-Sobolev and Talagrand Inequalities Rocco Caprio, Juan Kuntz, Samuel Power, Adam M. Johansen

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

NeurIPSW 2024 Big Batch Bayesian Active Learning by Considering Predictive Probabilities Sebastian W. Ober, Samuel Power, Tom Diethe, Henry Moss

ICML 2024 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 Michael Johansen