Fighting biases with dynamic boosting. - Anna Veronika Dorogush; Andrey Gulin; Gleb Gusev; Nikita Kazeev; Liudmila Ostroumova Prokhorenkova; Aleksandr Vorobev (CoRR, 2017)

CatBoost: unbiased boosting with categorical features. - Liudmila Ostroumova Prokhorenkova; Gleb Gusev; Aleksandr Vorobev; Anna Veronika Dorogush; Andrey Gulin (NeurIPS, 2018)

Why every GBDT speed benchmark is wrong. - Anna Veronika Dorogush; Vasily Ershov; Dmitry Kruchinin (CoRR, 2018)

CatBoost: gradient boosting with categorical features support. - Anna Veronika Dorogush; Vasily Ershov; Andrey Gulin (CoRR, 2018)