Michael C. H. Choi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Response Surface

Transition Probabilities

Top Venues

IEEE Trans. Inf. Theory

Comb. Probab. Comput.

Publications

Youjia Wang, Michael C. H. Choi
Information-theoretic classification of the cutoff phenomenon in Markov processes. CoRR (2024)
Michael C. H. Choi, Youjia Wang, Geoffrey Wolfer
A rate-distortion framework for MCMC algorithms: geometry and factorization of multivariate Markov chains. CoRR (2024)
Michael C. H. Choi, Geoffrey Wolfer
Systematic Approaches to Generate Reversiblizations of Markov Chains. IEEE Trans. Inf. Theory 70 (5) (2024)
Michael C. H. Choi, Youjia Wang
Improved Langevin Monte Carlo for stochastic optimization via landscape modification. CoRR (2023)
Youjia Wang, Michael C. H. Choi
Information divergences of Markov chains and their applications. CoRR (2023)
Michael C. H. Choi, Geoffrey Wolfer
Markov chain entropy games and the geometry of their Nash equilibria. CoRR (2023)
Michael C. H. Choi, Geoffrey Wolfer
Systematic approaches to generate reversiblizations of non-reversible Markov chains. CoRR (2023)
Michael C. H. Choi, Venkatkrishna Karumanchi
Landscape Modification Meets Surrogate Optimization: Towards Developing an Improved Stochastic Response Surface Method. WSC (2022)
Michael C. H. Choi, Pierre Patie
Analysis of non-reversible Markov chains via similarity orbits. Comb. Probab. Comput. 29 (4) (2020)
Michael C. H. Choi, Chihoon Lee, Jian Song
Entropy flow and De Bruijn's identity for a class of stochastic differential equations driven by fractional Brownian motion. CoRR (2019)
Michael C. H. Choi
Velocity formulae between entropy and hitting time for Markov chains. CoRR (2018)