DA_Infer

This repository contains the PyTorch source code to reproduce the experiments in our NeurIPS2020 paper Domain Adaptation as a Problem of Inference on Graphical Models .

Main code

• ./code: DA on the learned augmented DAG. Experiments on the wifi localization data.
• ./code_digits: DA on the digit datasets using the causal graph y->x.

Citation

@article{zhang2020domain,
  title={Domain adaptation as a problem of inference on graphical models},
  author={Zhang, Kun and Gong, Mingming and Stojanov, Petar and Huang, Biwei and Liu, Qingsong and Glymour, Clark},
  journal={Advances in Neural Information Processing Systems},
  volume={33},
  year={2020}
}