Aaron Smith

Aaron Smith

Ottawa University

H-index: 14

North America-United States

About Aaron Smith

Aaron Smith, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at Ottawa University, specializes in the field of probability, statistics, Markov chain Monte Carlo.

His recent articles reflect a diverse array of research interests and contributions to the field:

On cyclical MCMC sampling

Perturbations of Markov Chains

Importance is Important: A Guide to Informed Importance Tempering Methods

Perturbation Analysis of Markov Chain Monte Carlo for Graphical Models

Mixing times and hitting times for general Markov processes

Existence of matching priors on compact spaces

Fast and memory-optimal dimension reduction using Kac’s walk

Rate-optimal refinement strategies for local approximation MCMC

Aaron Smith Information

University

Position

Associate Professor

Citations(all)

800

Citations(since 2020)

606

Cited By

478

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

18

i10Index(since 2020)

16

Email

University Profile Page

Ottawa University

Google Scholar

View Google Scholar Profile

Aaron Smith Skills & Research Interests

probability

statistics

Markov chain Monte Carlo

Top articles of Aaron Smith

Title

Journal

Author(s)

Publication Date

On cyclical MCMC sampling

Liwei Wang

Xinru Liu

Aaron Smith

Aguemon Y Atchade

2024/4/18

Perturbations of Markov Chains

Daniel Rudolf

Aaron Smith

Matias Quiroz

2024/4/16

Importance is Important: A Guide to Informed Importance Tempering Methods

arXiv preprint arXiv:2304.06251

Guanxun Li

Aaron Smith

Quan Zhou

2023/4/13

Perturbation Analysis of Markov Chain Monte Carlo for Graphical Models

arXiv preprint arXiv:2312.14246

Na Lin

Yuanyuan Liu

Aaron Smith

2023/12/21

Mixing times and hitting times for general Markov processes

Israel Journal of Mathematics

Robert M Anderson

Haosui Duanmu

Aaron Smith

2023/10/9

Existence of matching priors on compact spaces

Biometrika

Haosui Duanmu

Daniel M Roy

Aaron Smith

2023/9/1

Fast and memory-optimal dimension reduction using Kac’s walk

The Annals of Applied Probability

Vishesh Jain

Natesh S Pillai

Ashwin Sah

Mehtaab Sawhney

Aaron Smith

2022/10

Rate-optimal refinement strategies for local approximation MCMC

Statistics and Computing

Andrew D Davis

Youssef Marzouk

Aaron Smith

Natesh Pillai

2022/8

Rapid convergence of informed importance tempering

Quan Zhou

Aaron Smith

2022/5/3

Reconstruction of line-embeddings of graphons

Electronic Journal of Statistics

Jeannette Janssen

Aaron Smith

2022

Simple conditions for metastability of continuous Markov chains

Journal of Applied Probability

Oren Mangoubi

Natesh Pillai

Aaron Smith

2021/3

Consistency of spectral seriation

arXiv preprint arXiv:2112.04408

Amine Natik

Aaron Smith

2021/12/8

Mixing of Hamiltonian Monte Carlo on strongly log-concave distributions: Continuous dynamics

The Annals of Applied Probability

Oren Mangoubi

Aaron Smith

2021/10

Mixing and hitting times for Gibbs samplers and other non-Feller processes

Illinois Journal of Mathematics

Robert M Anderson

Haosui Duanmu

Aaron Smith

2021/9

Mixing and average mixing times for general Markov processes

Canadian Mathematical Bulletin

Robert M Anderson

Haosui Duanmu

Aaron Smith

2021/9

Cutoff for the square plaquette model on a critical length scale

Paul Chleboun

Aaron Smith

2021/4

No free lunch for approximate MCMC

arXiv preprint arXiv:2010.12514

James E Johndrow

Natesh S Pillai

Aaron Smith

2020/10/23

Nonstandard Representation of the Dirichlet Form

arXiv preprint arXiv:2010.02452

Robert M Anderson

Haosui Duanmu

Aaron Smith

2020/10/6

Mixing of the square plaquette model on a critical length scale

Paul Chleboun

Aaron Smith

2020/1/1

See List of Professors in Aaron Smith University(Ottawa University)

Co-Authors

H-index: 43
Youssef Marzouk

Youssef Marzouk

Massachusetts Institute of Technology

H-index: 36
Robert McCann

Robert McCann

University of Toronto

H-index: 34
Kavita Ramanan

Kavita Ramanan

Brown University

H-index: 31
Natesh S. Pillai

Natesh S. Pillai

Harvard University

H-index: 26
Almut Burchard

Almut Burchard

University of Toronto

H-index: 17
James Johndrow

James Johndrow

University of Pennsylvania

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