Encoding high-cardinality string categorical variables

3 July 2019

Papers citing "Encoding high-cardinality string categorical variables"

18 / 18 papers shown

Title
TabSTAR: A Foundation Tabular Model With Semantically Target-Aware Representations Alan Arazi Eilam Shapira Roi Reichart LMTD 205 0 0 23 May 2025
CLAMS: A System for Zero-Shot Model Selection for Clustering Prabhant Singh Pieter Gijsbers Murat Onur Yildirim Elif Ceren Gok Joaquin Vanschoren 82 0 0 15 Jul 2024
CAVIAR: Categorical-Variable Embeddings for Accurate and Robust Inference Anirban Mukherjee H. Chang 61 0 0 07 Apr 2024
Automated data processing and feature engineering for deep learning and big data applications: a survey A. Mumuni F. Mumuni TPM 84 60 0 18 Mar 2024
CARTE: Pretraining and Transfer for Tabular Learning Myung Jun Kim Léo Grinsztajn Gaël Varoquaux LMTD 147 23 0 26 Feb 2024
Comparative Study on the Performance of Categorical Variable Encoders in Classification and Regression Tasks Wenbin Zhu Runwen Qiu Ying Fu 25 4 0 18 Jan 2024
Encoding categorical data: Is there yet anything 'hotter' than one-hot encoding? Ekaterina Poslavskaya Alexey Korolev 56 7 0 28 Dec 2023
Vectorizing string entries for data processing on tables: when are larger language models better? Léo Grinsztajn Edouard Oyallon Myung Jun Kim Gaël Varoquaux 71 3 0 15 Dec 2023
Predicting delays in Indian lower courts using AutoML and Decision Forests M. Bhatnagar Shivraj Huchhanavar 83 1 0 30 Jul 2023
A benchmark of categorical encoders for binary classification Federico Matteucci Vadim Arzamasov Klemens Boehm ELM 59 5 0 17 Jul 2023
Saibot: A Differentially Private Data Search Platform Zezhou Huang Jiaxiang Liu Daniel Alabi Raul Castro Fernandez Eugene Wu 64 7 0 01 Jul 2023
Categorising Products in an Online Marketplace: An Ensemble Approach Kieron Drumm 26 0 0 26 Apr 2023
Progressive Feature Upgrade in Semi-supervised Learning on Tabular Domain Morteza Mohammady Gharasuie Fenjiao Wang 70 0 0 01 Dec 2022
Predicting Treatment Adherence of Tuberculosis Patients at Scale Mihir Kulkarni Satvik Golechha Rishi Raj J. Sreedharan Ankit Bhardwaj ... Jayakrishna Kurada S. Mattoo R. Joshi K. Rade Alpa Raval 65 3 0 05 Nov 2022
URANUS: Radio Frequency Tracking, Classification and Identification of Unmanned Aircraft Vehicles Domenico Lofú Pietro Di Gennaro Pietro Tedeschi Tommaso Di Noia E. Sciascio 72 14 0 13 Jul 2022
Fairness Implications of Encoding Protected Categorical Attributes Carlos Mougan J. Álvarez Salvatore Ruggieri Steffen Staab FaML 67 16 0 27 Jan 2022
From Strings to Data Science: a Practical Framework for Automated String Handling John W. van Lith Joaquin Vanschoren 17 1 0 02 Nov 2021
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features F. Pargent Florian Pfisterer Janek Thomas B. Bischl 49 88 0 01 Apr 2021