Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees

PyTorch implementation for the following paper:

Weijia Zhang, Chun Kai Ling, Xuanhui Zhang. Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees. Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-2024). in press.

Read the paper with supplementary materials.

Citation

If you find this implementation useful in your research, please consider citing:

@inproceedings{zhang2024dcsurvival,
  title={Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees},
  author={Zhang, Weijia and Ling, Chun Kai and Zhang, Xuanhui},
  booktitle={Proceedings of the 38th AAAI Conference on Artificial Intelligence},
  year={2024}
}