Zheyuan Lai

activity

20242026

most citedPriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration

1 citations · 1 across the 5 of their papers we have counts for

collaborators

Showing math.PRShow all

2 papers · 1 filter

math.PR2025

Information-theoretic minimax and submodular optimization algorithms for multivariate Markov chains

Zheyuan Lai, Michael C. H. Choi

We study an information-theoretic minimax problem for finite multivariate Markov chains on $d$ -dimensional product state spaces. Given a family $B = {P_{1}, \dots, P_{n}}$ of $…

math.PR2025

Information-theoretic coordinate subset and partition selection of multivariate Markov chains via submodular optimization

Zheyuan Lai, Michael C. H. Choi

We study the problem of optimally projecting the transition matrix of a finite ergodic multivariate Markov chain onto a lower-dimensional state space, as well as the problem of fin…