دنبال کردن
Aaron Smith
Aaron Smith
Associate Professor, University of Ottawa
ایمیل تأیید شده در uottawa.ca
عنوان
نقل شده توسط
نقل شده توسط
سال
Accelerating asymptotically exact MCMC for computationally intensive models via local approximations‏
PR Conrad, YM Marzouk, NS Pillai, A Smith‏
Journal of the American Statistical Association 111 (516), 1591-1607, 2016‏
1392016
Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions: Continuous dynamics‏
O Mangoubi, A Smith‏
The Annals of Applied Probability 31 (5), 2019-2045, 2021‏
1282021
MCMC for imbalanced categorical data‏
JE Johndrow, A Smith, N Pillai, DB Dunson‏
Journal of the American Statistical Association, 2019‏
92*2019
The use of a single pseudo-sample in approximate Bayesian computation‏
L Bornn, NS Pillai, A Smith, D Woodard‏
Statistics and Computing 27, 583-590, 2017‏
65*2017
Ergodicity of approximate MCMC chains with applications to large data sets‏
NS Pillai, A Smith‏
arXiv preprint arXiv:1405.0182, 2014‏
562014
Parallel local approximation MCMC for expensive models‏
PR Conrad, AD Davis, YM Marzouk, NS Pillai, A Smith‏
SIAM/ASA Journal on Uncertainty Quantification 6 (1), 339-373, 2018‏
442018
Does Hamiltonian Monte Carlo mix faster than a random walk on multimodal densities?‏
O Mangoubi, NS Pillai, A Smith‏
arXiv preprint arXiv:1808.03230, 2018‏
392018
Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions 2: Numerical integrators‏
O Mangoubi, A Smith‏
The 22nd international conference on artificial intelligence and statistics …, 2019‏
322019
A Gibbs sampler on the -simplex‏
A Smith‏
302014
Rapid mixing of geodesic walks on manifolds with positive curvature‏
O Mangoubi, A Smith‏
The Annals of Applied Probability 28 (4), 2501-2543, 2018‏
292018
No free lunch for approximate MCMC‏
JE Johndrow, NS Pillai, A Smith‏
arXiv preprint arXiv:2010.12514, 2020‏
242020
Kac’s walk on -sphere mixes in steps‏
NS Pillai, A Smith‏
242017
On the mixing time of Kac’s walk and other high-dimensional Gibbs samplers with constraints‏
NS Pillai, A Smith‏
The Annals of Probability 46 (4), 2345-2399, 2018‏
162018
Explicit Yamabe flow of an asymmetric cigar‏
A Burchard, RJ McCann, A Smith‏
152008
Mixing times for a constrained Ising process on the torus at low density‏
NS Pillai, A Smith‏
142017
Fast and memory-optimal dimension reduction using Kac’s walk‏
V Jain, NS Pillai, A Sah, M Sawhney, A Smith‏
The Annals of Applied Probability 32 (5), 4038-4064, 2022‏
13*2022
Mixing times and hitting times for general Markov processes‏
RM Anderson, H Duanmu, A Smith‏
Israel Journal of Mathematics 259 (2), 759-834, 2024‏
112024
Reconstruction of line-embeddings of graphons‏
J Janssen, A Smith‏
Electronic Journal of Statistics 16 (1), 331-407, 2022‏
112022
Fast mixing of metropolis-hastings with unimodal targets‏
J Johndrow, A Smith‏
112018
Parallel Markov chain Monte Carlo via spectral clustering‏
G Basse, A Smith, N Pillai‏
Artificial intelligence and statistics, 1318-1327, 2016‏
112016
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20