CatBoost: unbiased boosting with categorical features

v1v2v3v4v5 (latest)

CatBoost: unbiased boosting with categorical features

28 June 2017

Anna Veronika Dorogush

ArXiv (abs)PDF HTML

Papers citing "CatBoost: unbiased boosting with categorical features"

11 / 11 papers shown

Title
Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection Mykola Trokhymovych Lydia Pintscher R. Baeza-Yates Diego Sáez-Trumper KELM 34 0 0 23 May 2025
Explainable convolutional neural network model provides an alternative genome-wide association perspective on mutations in SARS-CoV-2 Parisa Hatami Richard Annan Luis Urias Miranda Jane Gorman Mengjun Xie Letu Qingge Hong Qin AAML 118 0 0 03 Jan 2025
Breast Cancer Classification Using Gradient Boosting Algorithms Focusing on Reducing the False Negative and SHAP for Explainability João Manoel Herrera Pinheiro Marcelo Becker 109 0 0 14 Mar 2024
A generalized decision tree ensemble based on the NeuralNetworks architecture: Distributed Gradient Boosting Forest (DGBF) Ángel Delgado-Panadero J. Benítez-Andrades María Teresa García-Ordás FedML AI4CE 100 3 0 04 Feb 2024
Fair multilingual vandalism detection system for Wikipedia Mykola Trokhymovych Muniza Aslam Ai-Jou Chou R. Baeza-Yates Diego Sáez-Trumper KELM 55 4 0 02 Jun 2023
Machine Learning Methods Applied to Cortico-Cortical Evoked Potentials Aid in Localizing Seizure Onset Zones Ian G. Malone Kaleb E. Smith Morgan E. Urdaneta T. Davis D. Anderson Brian J. Phillip J. Rolston C. Butson 40 4 0 15 Nov 2022
Generalized Linear Tree Space Nearest Neighbor M. Kim 26 0 0 30 Mar 2021
Personalized Context-Aware Multi-Modal Transportation Recommendation Meixin Zhu Jingyun Hu Hao Hao Yang Ziyuan Pu Yinhai Wang AI4TS 46 1 0 13 Oct 2019
CatBoost: gradient boosting with categorical features support Anna Veronika Dorogush Vasily Ershov Andrey Gulin 187 1,350 0 24 Oct 2018
XGBoost: Scalable GPU Accelerated Learning Rory Mitchell Andrey Adinets T. Rao E. Frank 44 36 0 29 Jun 2018
Finding Influential Training Samples for Gradient Boosted Decision Trees B. Sharchilev Yury Ustinovsky P. Serdyukov Maarten de Rijke TDI 81 57 0 19 Feb 2018