Daniel Paulin

According to our database, Daniel Paulin authored at least 14 papers between 2014 and 2024.

Collaborative distances:

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

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

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

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

CoRR, 2024

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

Daniel Paulin, 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

2022

A 4D-Var method with flow-dependent background covariances for the shallow-water equations.

Daniel Paulin, Ajay Jasra, Alexandros Beskos, Dan Crisan

Stat. Comput., 2022

Efficient MCMC Sampling with Dimension-Free Convergence Rate using ADMM-type Splitting.

Maxime Vono, Daniel Paulin, Arnaud Doucet

J. Mach. Learn. Res., 2022

2021

Dual Space Preconditioning for Gradient Descent.

Chris J. Maddison, Daniel Paulin, Yee Whye Teh, Arnaud Doucet

SIAM J. Optim., 2021

On Mixing Times of Metropolized Algorithm With Optimization Step (MAO) : A New Framework.

E. L. Mahdi Khribch, George Deligiannidis, Daniel Paulin

CoRR, 2021

2019

Optimization Based Methods for Partially Observed Chaotic Systems.

Daniel Paulin, Ajay Jasra, Dan Crisan, Alexandros Beskos

Found. Comput. Math., 2019

2018

Hamiltonian Descent Methods.

Chris J. Maddison, Daniel Paulin, Yee Whye Teh, Brendan O'Donoghue, Arnaud Doucet

CoRR, 2018

2016

Hypothesis testing for Markov chain Monte Carlo.

Benjamin M. Gyori, Daniel Paulin

Stat. Comput., 2016

2014

Probabilistic verification of partially observable dynamical systems.

Benjamin M. Gyori, Daniel Paulin, Sucheendra K. Palaniappan

CoRR, 2014