Daniel Paulin

Daniel Paulin

University of Edinburgh - Edinburgh / United Kingdom
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 1064746
person_outline Daniel Paulin's MOST POPULAR ARTICLES
1-) Concentration inequalities for Markov chains by Marton couplings and spectral methodsD PaulinElectronic Journal of Probability 20, 1-32, 20152002015
2-) Randomized Hamiltonian Monte Carlo as scaling limit of the bouncy particle sampler and dimension-free convergence ratesG Deligiannidis, D Paulin, A Bouchard-Côté, A DoucetThe Annals of Applied Probability 31 (6), 2612-2662, 2021592021
3-) Efficient MCMC sampling with dimension-free convergence rate using ADMM-type splittingM Vono, D Paulin, A DoucetJournal of Machine Learning Research 23 (25), 1-69, 2022422022
4-) Efron–Stein inequalities for random matricesD Paulin, L Mackey, JA TroppAnnals of Probability 44 (5), 3431-3473, 2016402016
5-) Mixing and concentration by Ricci curvatureD PaulinJournal of Functional Analysis 270 (5), 1623-1662, 2016242016