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Michael Choi

Orcid: 0000-0003-0309-3217

Affiliations:
  • National University of Singapore, Department of Statistics and Data Science, Yale-NUS College, Singapore
  • Chinese University of Hong Kong, Institute for Data and Decision Analytics, Shenzhen, Guangdong, China (2018-2021)
  • Cornell University, Ithaca, NY, USA (PhD 2017)


According to our database1, Michael Choi authored at least 15 papers between 2018 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Adaptive gradient scaling: integrating Adam and landscape modification for protein structure prediction.
[BibTeX]
[DOI]
Vitalii Kapitan
,
Michael Choi
BMC Bioinform., December, 2025

Group-averaged Markov chains: mixing improvement.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Youjia Wang
CoRR, September, 2025

Information-theoretic subset selection of multivariate Markov chains via submodular optimization.
[BibTeX]
[DOI]
Zheyuan Lai
,
Michael C. H. Choi
CoRR, March, 2025

Improving the Convergence of Markov Chains via Permutations and Projections.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Max Hird
,
Youjia Wang
Random Struct. Algorithms, 2025

2024
Systematic Approaches to Generate Reversiblizations of Markov Chains.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Geoffrey Wolfer
IEEE Trans. Inf. Theory, May, 2024

Information-theoretic classification of the cutoff phenomenon in Markov processes.
[BibTeX]
[DOI]
Youjia Wang
,
Michael C. H. Choi
CoRR, 2024

A rate-distortion framework for MCMC algorithms: geometry and factorization of multivariate Markov chains.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Youjia Wang
,
Geoffrey Wolfer
CoRR, 2024

2023
Information divergences of Markov chains and their applications.
[BibTeX]
[DOI]
Youjia Wang
,
Michael C. H. Choi
CoRR, 2023

Markov chain entropy games and the geometry of their Nash equilibria.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Geoffrey Wolfer
CoRR, 2023

Systematic approaches to generate reversiblizations of non-reversible Markov chains.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Geoffrey Wolfer
CoRR, 2023

Improved Langevin Monte Carlo for stochastic optimization via landscape modification.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Youjia Wang
CoRR, 2023

2022
Landscape Modification Meets Surrogate Optimization: Towards Developing an Improved Stochastic Response Surface Method.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Venkatkrishna Karumanchi
Proceedings of the Winter Simulation Conference, 2022

2020
Analysis of non-reversible Markov chains via similarity orbits.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Pierre Patie
Comb. Probab. Comput., 2020

2019
Entropy flow and De Bruijn's identity for a class of stochastic differential equations driven by fractional Brownian motion.
[BibTeX]
[DOI]
Michael C. H. Choi
,
Chihoon Lee
,
Jian Song
CoRR, 2019

2018
Velocity formulae between entropy and hitting time for Markov chains.
[BibTeX]
[DOI]
Michael C. H. Choi
CoRR, 2018


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