CatBoost: gradient boosting with categorical features support

24 October 2018

Papers citing "CatBoost: gradient boosting with categorical features support"

50 / 208 papers shown

Title
Explainable artificial intelligence model for identifying Market Value in Professional Soccer Players Chunyang Huang Shaoliang Zhang 19 0 0 08 Nov 2023
Identifying and examining machine learning biases on Adult dataset Sahil Girhepuje FaML 23 2 0 13 Oct 2023
Lightweight Boosting Models for User Response Prediction Using Adversarial Validation Hyeonwoo Kim Wonsung Lee 18 0 0 05 Oct 2023
Scaling Experiments in Self-Supervised Cross-Table Representation Learning Maximilian Schambach Dominique Paul Wei Le LMTD 55 2 0 29 Sep 2023
Age Group Discrimination via Free Handwriting Indicators Eugenio Lomurno Simone Toffoli D. D. Febbo Matteo Matteucci Francesca Lunardini Simona Ferrante 55 1 0 29 Sep 2023
SHAPNN: Shapley Value Regularized Tabular Neural Network Qisen Cheng Shuhui Qu Janghwan Lee 65 3 0 15 Sep 2023
TMPNN: High-Order Polynomial Regression Based on Taylor Map Factorization Andrei Ivanov Stefan Maria Ailuro 35 1 0 30 Jul 2023
RCT Rejection Sampling for Causal Estimation Evaluation Katherine A. Keith Sergey Feldman David Jurgens Jonathan Bragg Rohit Bhattacharya CML 77 7 0 27 Jul 2023
Learning and Evaluating Human Preferences for Conversational Head Generation Mohan Zhou Yalong Bai Wei Zhang Ting Yao Tiejun Zhao Tao Mei 51 2 0 20 Jul 2023
Enhanced Gradient Boosting for Zero-Inflated Insurance Claims and Comparative Analysis of CatBoost, XGBoost, and LightGBM Banghee So 22 13 0 15 Jul 2023
Performance Modeling of Data Storage Systems using Generative Models A. Al-Maeeni A. Temirkhanov Artem Sergeevich Ryzhikov M. Hushchyn 76 0 0 05 Jul 2023
Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance Zheyu Zhang Tianze Zhang Jun Yu Li 105 5 0 18 May 2023
XTab: Cross-table Pretraining for Tabular Transformers Bingzhao Zhu Xingjian Shi Nick Erickson Mu Li George Karypis Mahsa Shoaran LMTD 116 77 0 10 May 2023
Effects of data time lag in a decision-making system using machine learning for pork price prediction Mario E. Suaza-Medina F. J. Zarazaga-Soria Jorge Pinilla-Lopez F. J. Lopez-Pellicer J. Lacasta 24 3 0 09 May 2023
Predict NAS Multi-Task by Stacking Ensemble Models using GP-NAS Kecheng Zhang 8 0 0 02 May 2023
Multimodal Earable Sensing for Human Energy Expenditure Estimation Yasith Amarasinghe Darshana Sandaruwan Thilina Madusanka Indika Perera L. Meegahapola 55 6 0 30 Apr 2023
Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods A. Darya I. Fernini M. Vellasco A. Hussain 73 0 0 25 Apr 2023
Time-dependent Iterative Imputation for Multivariate Longitudinal Clinical Data Omer Noy R. Shamir 24 2 0 16 Apr 2023
Correcting Model Misspecification via Generative Adversarial Networks Pronoma Banerjee Manasi V Gude Rajvi J Sampat Sharvari M Hedaoo S. Dhavala Snehanshu Saha 44 0 0 07 Apr 2023
A review of ensemble learning and data augmentation models for class imbalanced problems: combination, implementation and evaluation A. Khan Omkar Chaudhari Rohitash Chandra 97 193 0 06 Apr 2023
LEURN: Learning Explainable Univariate Rules with Neural Networks Çağlar Aytekin FAtt 57 0 0 27 Mar 2023
Effectively Modeling Time Series with Simple Discrete State Spaces Michael Zhang Khaled Kamal Saab Michael Poli Tri Dao Karan Goel Christopher Ré AI4TS 69 48 0 16 Mar 2023
Interpretable Ensembles of Hyper-Rectangles as Base Models A. Konstantinov Lev V. Utkin 101 3 0 15 Mar 2023
Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning Z. Bozorgi Marlon Dumas M. Rosa Artem Polyvyanyy Mahmoud Shoush Irene Teinemaa CML 28 10 0 07 Mar 2023
Embeddings for Tabular Data: A Survey Rajat Singh Srikanta J. Bedathur LMTD 57 2 0 23 Feb 2023
Black-Box Batch Active Learning for Regression Andreas Kirsch 64 9 0 17 Feb 2023
On marginal feature attributions of tree-based models Khashayar Filom A. Miroshnikov Konstandinos Kotsiopoulos Arjun Ravi Kannan FAtt 57 3 0 16 Feb 2023
Rehabilitating Homeless: Dataset and Key Insights A. Bykova N. Filippov Ivan P. Yamshchikov 23 0 0 09 Feb 2023
Rover: An online Spark SQL tuning service via generalized transfer learning Yu Shen Xinyuyang Ren Yupeng Lu Huaijun Jiang Huanyong Xu Di Peng Yang Li Wentao Zhang Tengjiao Wang 69 13 0 08 Feb 2023
A Robust Hypothesis Test for Tree Ensemble Pruning Daniel de Marchi Matthew Welch Michael R. Kosorok 24 1 0 24 Jan 2023
Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification Y. Song S. K. Shyn Kwang-su Kim VLM 54 5 0 16 Jan 2023
Large-Scale Cell-Level Quality of Service Estimation on 5G Networks Using Machine Learning Techniques M. T. Isyapar Ufuk Uyan Mahiye Uluyagmur Öztürk 46 0 0 28 Dec 2022
Symphony in the Latent Space: Provably Integrating High-dimensional Techniques with Non-linear Machine Learning Models Qiong Wu Jian Li Zhenming Liu Jun Luo Ning Zhang 80 4 0 01 Dec 2022
Subgroup Robustness Grows On Trees: An Empirical Baseline Investigation Josh Gardner Zoran Popovic Ludwig Schmidt OOD 96 23 0 23 Nov 2022
Arbitrarily Large Labelled Random Satisfiability Formulas for Machine Learning Training D. Achlioptas Amrit Daswaney Periklis A. Papakonstantinou NAI BDL 41 0 0 21 Nov 2022
QuerySnout: Automating the Discovery of Attribute Inference Attacks against Query-Based Systems Ana-Maria Cretu F. Houssiau Antoine Cully Yves-Alexandre de Montjoye AAML 68 11 0 09 Nov 2022
Performance and utility trade-off in interpretable sleep staging Irfan Al-Hussaini Cassie S. Mitchell 82 3 0 07 Nov 2022
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance Abhishek Agarwal Shanshan Xu Matthias Grabmair ELM AILaw 86 14 0 22 Oct 2022
Black Box Model Explanations and the Human Interpretability Expectations -- An Analysis in the Context of Homicide Prediction José Ribeiro Nikolas Carneiro Ronnie Cley de Oliveira Alves 43 0 0 19 Oct 2022
Generalization Properties of Decision Trees on Real-valued and Categorical Features Jean-Samuel Leboeuf F. Leblanc M. Marchand 145 1 0 18 Oct 2022
Multi-Target XGBoostLSS Regression Alexander März 63 5 0 13 Oct 2022
A copula-based boosting model for time-to-event prediction with dependent censoring A. Midtfjord R. D. Bin A. Huseby 32 1 0 10 Oct 2022
Federated Boosted Decision Trees with Differential Privacy Samuel Maddock Graham Cormode Tianhao Wang Carsten Maple S. Jha FedML 82 30 0 06 Oct 2022
OpBoost: A Vertical Federated Tree Boosting Framework Based on Order-Preserving Desensitization Xiaochen Li Yuke Hu Weiran Liu Hanwen Feng Li Peng Yuan Hong Kui Ren Zhan Qin FedML 184 28 0 04 Oct 2022
Forecasting Sensor Values in Waste-To-Fuel Plants: a Case Study Bor Brecelj Beno Šircelj Jože M. Rožanec B. Fortuna Dunja Mladenić 13 0 0 28 Sep 2022
Automatic Identification and Classification of Share Buybacks and their Effect on Short-, Mid- and Long-Term Returns Thilo Reintjes 11 1 0 26 Sep 2022
NasHD: Efficient ViT Architecture Performance Ranking using Hyperdimensional Computing Dongning Ma Pengfei Zhao Xun Jiao 69 0 0 23 Sep 2022
A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care Junyi Gao Yinghao Zhu Wenqing Wang Yasha Wang Wen Tang Ewen M. Harrison Liantao Ma OOD 84 16 0 16 Sep 2022
Applying Machine Learning to Life Insurance: some knowledge sharing to master it Antoine Chancel L. Bradier Antoine Ly R. Ionescu Laurene Martin Marguerite Sauce 44 1 0 05 Sep 2022
Long-term hail risk assessment with deep neural networks Ivan Lukyanenko Mikhail Mozikov Yury Maximov L. Laboratory 13 1 0 31 Aug 2022