CatBoost: unbiased boosting with categorical features

Liudmila Ostroumova Prokhorenkova, Gleb Gusev, Aleksandr Vorobev, Anna Veronika Dorogush, Andrey Gulin. CatBoost: unbiased boosting with categorical features. In Samy Bengio, Hanna M. Wallach, Hugo Larochelle, Kristen Grauman, Nicolò Cesa-Bianchi, Roman Garnett, editors, Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, NeurIPS 2018, 3-8 December 2018, Montréal, Canada. pages 6639-6649, 2018. [doi]

Authors

Liudmila Ostroumova Prokhorenkova

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Gleb Gusev

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Aleksandr Vorobev

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Anna Veronika Dorogush

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Andrey Gulin

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