TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications

6 November 2023

Papers citing "TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications"

11 / 11 papers shown

Title
Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning Amir Rezaei Balef Claire Vernade Katharina Eggensperger 53 0 0 08 May 2025
AutoML Benchmark with shorter time constraints and early stopping Israel Campero Jurado Pieter Gijsbers Joaquin Vanschoren AI4TS 242 0 0 01 Apr 2025
Transfer Learning for Finetuning Large Language Models Tobias Strangmann Lennart Purucker Jörg Franke Ivo Rapant Fabio Ferreira Frank Hutter 71 0 0 02 Nov 2024
Ensembling Finetuned Language Models for Text Classification Sebastian Pineda Arango Maciej Janowski Lennart Purucker Arber Zela Frank Hutter Josif Grabocka 40 0 0 25 Oct 2024
"Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree": Zero-Shot Decision Tree Induction and Embedding with Large Language Models Ricardo Knauer Mario Koddenbrock Raphael Wallsberger Nicholas M. Brisson Georg N. Duda Deborah Falla David W. Evans Erik Rodner 53 0 0 27 Sep 2024
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications Ricardo Knauer Marvin Grimm Erik Rodner LMTD 66 2 0 03 Sep 2024
Hardware Aware Ensemble Selection for Balancing Predictive Accuracy and Cost Jannis Maier Felix Möller Lennart Purucker 66 0 0 05 Aug 2024
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models R. Sukthanker Arber Zela B. Staffler Aaron Klein Lennart Purucker Jorg K. H. Franke Frank Hutter ELM 55 4 0 16 May 2024
Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications Ricardo Knauer Erik Rodner LMTD 63 3 0 13 May 2024
Don't Waste Your Time: Early Stopping Cross-Validation Eddie Bergman Lennart Purucker Frank Hutter 37 6 0 06 May 2024
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data Nick Erickson Jonas W. Mueller Alexander Shirkov Hang Zhang Pedro Larroy Mu Li Alex Smola LMTD 102 614 0 13 Mar 2020