run algorithm.py / algorithmB.py
[1] Duan, R., Boland, M. R., Moore, J. H., & Chen, Y. (2018). ODAL: A one-shot distributed algorithm to perform logistic regressions on electronic health records data from multiple clinical sites. In BIOCOMPUTING 2019: Proceedings of the Pacific Symposium (pp. 30-41).
[2] Duan, R., Boland, M. R., Liu, Z., Liu, Y., Chang, H. H., Xu, H., ... & Chen, Y. (2020). Learning from electronic health records across multiple sites: A communication-efficient and privacy-preserving distributed algorithm. Journal of the American Medical Informatics Association, 27(3), 376-385.
[3] Sun, Q., Mao, R., & Zhou, W. X. (2021). Adaptive Capped Least Squares. arXiv preprint arXiv:2107.00109.
[4] Luo, J., Sun, Q., & Zhou, W. X. (2022). Distributed adaptive Huber regression. Computational Statistics & Data Analysis, 169, 107419.