References

If you use genriesz in academic work, please cite the following papers.

Primary references

• Masahiro Kato, Riesz Representer Fitting under Bregman Divergence: A Unified Framework for Debiased Machine Learning. https://arxiv.org/abs/2601.07752

  The arXiv:2601.07752 manuscript consolidates earlier related drafts:

  • https://arxiv.org/abs/2509.22122

  • https://arxiv.org/abs/2510.26783

  • https://arxiv.org/abs/2510.23534

• Masahiro Kato, Direct Bias-Correction Term Estimation for Propensity Scores and Average Treatment Effect Estimation. https://arxiv.org/abs/2509.22122

• Masahiro Kato, Nearest Neighbor Matching as Least Squares Density Ratio Estimation and Riesz Regression. https://arxiv.org/abs/2510.24433