Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks

This is the official implementation of the following paper accepted to AISTATS 2022:

Distributionally Robust Structure Learning for Discrete Pairwise Markov Networks

Yeshu Li, Zhan Shi, Xinhua Zhang, Brian D. Ziebart

[Proceeding link TBA]

Requirements

• numpy
• scipy

Quick Start

Run

python main.py

Citation

Please cite our work if you find it useful in your research:

(to do: bibtex info)

Acknowledgement

This project is based upon work supported by the National Science Foundation under Grant No. 1652530.