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Ethnicolr 2023 Paper Replication Materials

Data

Scripts

  1. Data Preprocessing

  2. Random Forest

  3. Gradient Boosting

  4. LSTM

  5. Transformer

  6. KNN Cosine Distance

  7. Multi Output Regression

  8. LSTM with Synthetic Data Last Name

  9. Validation

    • North Carolina
    • Census
    • Rosenman et al.
  10. Applications

  11. Interpretation

  12. Create Tables

  13. Uncertainty

Models

  • Models
    • Excludes large RF models. We don't see the point of including models that are not very computationally expensive but have very large model files.

Tables

MS

History

The 2018 version of the paper and pres. is here.

Authors

Rajashekar Chintalapati, Suriyan Laohaprapanon, and Gaurav Sood

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Replication materials + ms for name to race models

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