Noise-Aware Differentially Private Regression via Meta-Learning

This is the repository for differentially private convolutional conditional neural process (DPConvCNP) model presented in the paper Noise-Aware Differentially Private Regression via Meta-Learning.

Citation

To acknowledge the repository or paper, please cite

@misc{räisä2024noiseawaredifferentiallyprivateregression,
      title={Noise-Aware Differentially Private Regression via Meta-Learning}, 
      author={
          Ossi Räisä and Stratis Markou and Matthew Ashman and Wessel P. Bruinsma and Marlon Tobaben and Antti Honkela and Richard E. Turner
      },
      year={2024},
      eprint={2406.08569},
      archivePrefix={arXiv},
      primaryClass={cs.LG},
      url={https://arxiv.org/abs/2406.08569}, 
}