Alessandro Barp
Alessandro Barp
University of Cambridge
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Minimum stein discrepancy estimators
A Barp, FX Briol, AB Duncan, M Girolami, L Mackey
arXiv preprint arXiv:1906.08283, 2019
Stein point markov chain monte carlo
WY Chen, A Barp, FX Briol, J Gorham, M Girolami, L Mackey, C Oates
International Conference on Machine Learning, 1011-1021, 2019
Geometry and dynamics for markov chain monte carlo
A Barp, FX Briol, AD Kennedy, M Girolami
Annual Review of Statistics and Its Application 5, 451-471, 2018
Statistical inference for generative models with maximum mean discrepancy
FX Briol, A Barp, AB Duncan, M Girolami
arXiv preprint arXiv:1906.05944, 2019
A Riemannian-Stein kernel method
A Barp, C Oates, E Porcu, M Girolami
arXiv preprint arXiv:1810.04946 1 (5), 6.9, 2018
Metrizing weak convergence with maximum mean discrepancies
CJ Simon-Gabriel, A Barp, B Schölkopf, L Mackey
arXiv preprint arXiv:2006.09268, 2020
A numerical study of the 3D random interchange and random loop models
A Barp, EG Barp, FX Briol, D Ueltschi
Journal of Physics A: Mathematical and Theoretical 48 (34), 345002, 2015
Stein's Method Meets Statistics: A Review of Some Recent Developments
A Anastasiou, A Barp, FX Briol, B Ebner, RE Gaunt, F Ghaderinezhad, ...
arXiv preprint arXiv:2105.03481, 2021
Hamiltonian monte carlo on symmetric and homogeneous spaces via symplectic reduction
A Barp, A Kennedy, M Girolami
arXiv preprint arXiv:1903.02699, 2019
Irreversible Langevin MCMC on Lie Groups
A Arnaudon, A Barp, S Takao
International Conference on Geometric Science of Information, 171-179, 2019
A Unifying and Canonical Description of Measure-Preserving Diffusions
A Barp, S Takao, M Betancourt, A Arnaudon, M Girolami
arXiv preprint arXiv:2105.02845, 2021
Hamiltonian monte carlo on lie groups and constrained mechanics on homogeneous manifolds
A Barp
International Conference on Geometric Science of Information, 665-675, 2019
The bracket geometry of statistics
AA Barp
Imperial College London, 2020
Optimization on manifolds: A symplectic approach
G França, A Barp, M Girolami, MI Jordan
arXiv preprint arXiv:2107.11231, 2021
A Riemann-Stein Kernel Method
A Barp, C Oates, E Porcu, M Girolami
arXiv preprint arXiv:1810.04946, 2018
Posterior integration on a Riemannian manifold
C Oates, A Barp, M Girolami
arXiv preprint arXiv:1712.01793, 2017
Posterior integration on an embedded Riemannian manifold
CJ Oates, A Barp, M Girolami
arXiv preprint arXiv:1712.01793, 2017
Vector-Valued Control Variates
Z Sun, A Barp, FX Briol
arXiv preprint arXiv:2109.08944, 2021
Geometric Integration of Measure-Preserving Flows for Sampling
A Barp
Workshop on Joint Structures and Common Foundations of Statistical Physics …, 2020
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Artículos 1–19