Michael C. H. Choi

According to our database, Michael C. H. Choi authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Systematic Approaches to Generate Reversiblizations of Markov Chains.

Michael C. H. Choi, Geoffrey Wolfer

IEEE Trans. Inf. Theory, May, 2024

Information-theoretic classification of the cutoff phenomenon in Markov processes.

Youjia Wang, Michael C. H. Choi

CoRR, 2024

A rate-distortion framework for MCMC algorithms: geometry and factorization of multivariate Markov chains.

Michael C. H. Choi, Youjia Wang, Geoffrey Wolfer

CoRR, 2024

2023

Information divergences of Markov chains and their applications.

Youjia Wang, Michael C. H. Choi

CoRR, 2023

Markov chain entropy games and the geometry of their Nash equilibria.

Michael C. H. Choi, Geoffrey Wolfer

CoRR, 2023

Systematic approaches to generate reversiblizations of non-reversible Markov chains.

Michael C. H. Choi, Geoffrey Wolfer

CoRR, 2023

Improved Langevin Monte Carlo for stochastic optimization via landscape modification.

Michael C. H. Choi, Youjia Wang

CoRR, 2023

2022

Landscape Modification Meets Surrogate Optimization: Towards Developing an Improved Stochastic Response Surface Method.

Michael C. H. Choi, Venkatkrishna Karumanchi

Proceedings of the Winter Simulation Conference, 2022

2020

Analysis of non-reversible Markov chains via similarity orbits.

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.

Michael C. H. Choi, Chihoon Lee, Jian Song

CoRR, 2019

2018

Velocity formulae between entropy and hitting time for Markov chains.

Michael C. H. Choi

CoRR, 2018