Peter A. Whalley

According to our database, Peter A. Whalley authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Theoretical guarantees for stochastic gradient sampling methods via Gaussian convolution inequalities.

Daniel Paulin, Peter A. Whalley

CoRR, April, 2026

2025

Cluster Formation in Diffusive Systems.

Benedict J. Leimkuhler, René Lohmann, Grigorios A. Pavliotis, Peter A. Whalley

CoRR, October, 2025

A Langevin sampling algorithm inspired by the Adam optimizer.

Benedict J. Leimkuhler, René Lohmann, Peter A. Whalley

CoRR, April, 2025

Randomised Splitting Methods and Stochastic Gradient Descent.

Luke Shaw, Peter A. Whalley

CoRR, April, 2025

Random Reshuffling for Stochastic Gradient Langevin Dynamics.

Luke Shaw, Peter A. Whalley

CoRR, January, 2025

Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics.

Daniel Paulin, Peter A. Whalley, Neil K. Chada, Benedict J. Leimkuhler

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Randomized time Riemannian Manifold Hamiltonian Monte Carlo.

Peter A. Whalley, Daniel Paulin, Benedict J. Leimkuhler

Stat. Comput., February, 2024

Contraction and Convergence Rates for Discretized Kinetic Langevin Dynamics.

Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley

SIAM J. Numer. Anal., 2024

Correction to "Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations".

Daniel Paulin, Peter A. Whalley

J. Mach. Learn. Res., 2024

Convergence of kinetic Langevin samplers for non-convex potentials.

Katharina Schuh, Peter A. Whalley

CoRR, 2024

2023

Unbiased Kinetic Langevin Monte Carlo with Inexact Gradients.

Neil K. Chada, Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley

CoRR, 2023

Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators.

Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley

CoRR, 2023