no code implementations • 9 Apr 2024 • Fereshteh R. Dastjerdi, Liming Cai
Characterization of joint probability distribution for large networks of random variables remains a challenging task in data science.
no code implementations • 7 Jan 2024 • Sixiang Zhang, Aaron J. Yang, Liming Cai
RNA secondary structure is modeled with the novel arbitrary-order hidden Markov model ({\alpha}-HMM).
1 code implementation • 21 Jan 2018 • Liang Ding, Di Chang, Russell Malmberg, Aaron Martinez, David Robinson, Matthew Wicker, Hongfei Yan, Liming Cai
The seminal work of Chow and Liu (1968) shows that approximation of a finite probabilistic system by Markov trees can achieve the minimum information loss with the topology of a maximum spanning tree.
