CatBoost: unbiased boosting with categorical features

Liudmila Prokhorenkova, Gleb Gusev, Aleksandr Vorobev, Anna Veronika Dorogush, Andrey Gulin

Feb-12-2026, 07:17:05 GMT–Neural Information Processing Systems

We show in this paper that all existing implementations of gradient boosting face the following statistical issue.

artificial intelligence, dataset, machine learning, (19 more...)

Neural Information Processing Systems

Feb-12-2026, 07:17:05 GMT

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Country:
- Asia > Russia (0.04)
- Europe > Russia
  - Central Federal District > Moscow Oblast > Moscow (0.04)
- North America > Canada
  - Quebec > Montreal (0.04)

Technology:
- Information Technology > Artificial Intelligence > Machine Learning > Statistical Learning (0.69)

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