Qing Zhou, Ph.D.

Structure Learning of Latent Factors via Clique Search on Correlation Thresholded Graphs

Dale Kim, Qing Zhou

Journal article | 2023 | Proceedings of Machine Learning Research

Bayesian Causal Bandits with Backdoor Adjustment Prior

Jireh Huang, Qing Zhou

Journal article | 2023 | Transactions on Machine Learning Research

Code: https://github.com/jirehhuang/bcb

Optimizing Regularized Cholesky Score for Order-Based Learning of Bayesian Networks

Qiaoling Ye, Arash A. Amini, Qing Zhou

Journal article | 2021 | IEEE Xplore

DOI: http://doi.ieeecomputersociety.org/10.1109/TPAMI.2020.2990820.

Code: https://github.com/yeqiaoling/arcs_bn

Learning Gaussian DAGs from Network Data

Hangjian Li, Oscar Hernan Madrid Padilla, Qing Zhou

Journal article | 2019 | arXiv