Follow
Daniel Paulin
Daniel Paulin
Lecturer of Statistics and Data Science, University of Edinburgh
Verified email at ed.ac.uk - Homepage
Title
Cited by
Cited by
Year
Concentration inequalities for Markov chains by Marton couplings and spectral methods
D Paulin
Electronic Journal of Probability 20, 1-32, 2015
1832015
Hamiltonian descent methods
CJ Maddison, D Paulin, YW Teh, B O'Donoghue, A Doucet
arXiv preprint arXiv:1809.05042, 2018
452018
Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence rates
G Deligiannidis, D Paulin, A Bouchard-Côté, A Doucet
The Annals of Applied Probability 31 (6), 2612-2662, 2021
352021
Efron–Stein inequalities for random matrices
D Paulin, L Mackey, JA Tropp
The Annals of Probability 44 (5), 3431-3473, 2016
272016
Mixing and concentration by Ricci curvature
D Paulin
Journal of Functional Analysis 270 (5), 1623-1662, 2016
192016
The convex distance inequality for dependent random variables, with applications to the stochastic travelling salesman and other problems
D Paulin
Electronic Journal of Probability 19, 1-34, 2014
162014
Concentration inequalities for Markov chains by Marton couplings
D Paulin
arXiv preprint arXiv:1212.2015, 2012
122012
Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splitting
M Vono, D Paulin, A Doucet
Journal of Machine Learning Research 23 (25), 2022
112022
Deriving matrix concentration inequalities from kernel couplings
D Paulin, L Mackey, JA Tropp
arXiv preprint arXiv:1305.0612, 2013
112013
Dual space preconditioning for gradient descent
CJ Maddison, D Paulin, YW Teh, A Doucet
SIAM Journal on Optimization 31 (1), 991-1016, 2021
102021
Error bounds for sequential Monte Carlo samplers for multimodal distributions
D Paulin, A Jasra, A Thiery
Bernoulli 25 (1), 310-340, 2019
10*2019
Non-asymptotic confidence intervals for MCMC in practice
BM Gyori, D Paulin
arXiv preprint arXiv:1212.2016, 2012
92012
Locally perturbed random walks with unbounded jumps
D Paulin, D Szász
Journal of Statistical Physics 141 (6), 1116-1130, 2010
92010
Error bounds for sequential Monte Carlo samplers for multimodal distributions
A Jasra, D Paulin, AH Thiery
arXiv preprint arXiv:1509.08775, 2015
72015
Hypothesis testing for markov chain monte carlo
BM Gyori, D Paulin
Statistics and Computing 26 (6), 1281-1292, 2016
62016
On concentration properties of partially observed chaotic systems
D Paulin, A Jasra, D Crisan, A Beskos
Advances in Applied Probability 50 (2), 440-479, 2018
42018
Optimization based methods for partially observed chaotic systems
D Paulin, A Jasra, D Crisan, A Beskos
Foundations of Computational Mathematics 19 (3), 485-559, 2019
32019
A 4D-Var method with flow-dependent background covariances for the shallow-water equations
D Paulin, A Jasra, A Beskos, D Crisan
arXiv preprint arXiv:1710.11529, 2017
22017
On Mixing Times of Metropolized Algorithm With Optimization Step (MAO): A New Framework
EL Khribch, G Deligiannidis, D Paulin
arXiv preprint arXiv:2112.00565, 2021
2021
On Mixing Times of Metropolized Algorithm With Optimization Step (MAO): A New Framework
EL Mahdi Khribch, G Deligiannidis, D Paulin
arXiv e-prints, arXiv: 2112.00565, 2021
2021
The system can't perform the operation now. Try again later.
Articles 1–20