Peter A. Whalley

14 papers A 1Journal 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Langevin sampling algorithm inspired by the Adam optimizer.
CoRR
Benedict J. Leimkuhler, René Lohmann, Peter A. Whalley
2025 J jnl
Cluster Formation in Diffusive Systems.
CoRR
Benedict J. Leimkuhler, René Lohmann, Grigorios A. Pavliotis, Peter A. Whalley
2025 J jnl
Random Reshuffling for Stochastic Gradient Langevin Dynamics.
CoRR
Luke Shaw, Peter A. Whalley
2025 J jnl
Randomised Splitting Methods and Stochastic Gradient Descent.
CoRR
Luke Shaw, Peter A. Whalley
2025 A conf
Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics.
AISTATS
Daniel Paulin, Peter A. Whalley, Neil K. Chada, Benedict J. Leimkuhler
2024 J jnl
Contraction and Convergence Rates for Discretized Kinetic Langevin Dynamics.
SIAM J. Numer. Anal.
Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley
2024 J jnl
Convergence of kinetic Langevin samplers for non-convex potentials.
CoRR
Katharina Schuh, Peter A. Whalley
2024 J jnl
Correction to "Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations".
CoRR
Daniel Paulin, Peter A. Whalley
2024 J jnl
Correction to "Wasserstein distance estimates for the distributions of numerical approximations to ergodic stochastic differential equations".
J. Mach. Learn. Res.
Daniel Paulin, Peter A. Whalley
2024 J jnl
Randomized time Riemannian Manifold Hamiltonian Monte Carlo.
Stat. Comput.
Peter A. Whalley, Daniel Paulin, Benedict J. Leimkuhler
2024 J jnl
Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics.
CoRR
Daniel Paulin, Peter A. Whalley, Neil K. Chada, Benedict J. Leimkuhler
2023 J jnl
Contraction Rate Estimates of Stochastic Gradient Kinetic Langevin Integrators.
CoRR
Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley
2023 J jnl
Contraction and Convergence Rates for Discretized Kinetic Langevin Dynamics.
CoRR
Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley
2023 J jnl
Unbiased Kinetic Langevin Monte Carlo with Inexact Gradients.
CoRR
Neil K. Chada, Benedict J. Leimkuhler, Daniel Paulin, Peter A. Whalley