GAMA: a General Automated Machine learning Assistant

9 July 2020

Papers citing "GAMA: a General Automated Machine learning Assistant"

13 / 13 papers shown

Title
AutoML Benchmark with shorter time constraints and early stopping Israel Campero Jurado Pieter Gijsbers Joaquin Vanschoren AI4TS 44 0 0 01 Apr 2025
UniAutoML: A Human-Centered Framework for Unified Discriminative and Generative AutoML with Large Language Models Jiayi Guo Zan Chen Yingrui Ji Liyun Zhang Daqin Luo Zhigang Li Yiqin Shen HAI 21 0 0 09 Oct 2024
AutoM3L: An Automated Multimodal Machine Learning Framework with Large Language Models Daqin Luo Chengjian Feng Yuxuan Nong Yiqing Shen 26 5 0 01 Aug 2024
Can time series forecasting be automated? A benchmark and analysis Anvitha Thirthapura Sreedhara Joaquin Vanschoren AI4TS 23 0 0 23 Jul 2024
CLAMS: A System for Zero-Shot Model Selection for Clustering Prabhant Singh Pieter Gijsbers Murat Onur Yildirim Elif Ceren Gok Joaquin Vanschoren 22 0 0 15 Jul 2024
Position: A Call to Action for a Human-Centered AutoML Paradigm Marius Lindauer Florian Karl A. Klier Julia Moosbauer Alexander Tornede Andreas Mueller Frank Hutter Matthias Feurer Bernd Bischl 31 5 0 05 Jun 2024
Don't Waste Your Time: Early Stopping Cross-Validation Eddie Bergman Lennart Purucker Frank Hutter 19 6 0 06 May 2024
Automated Imbalanced Learning Prabhant Singh Joaquin Vanschoren 18 4 0 01 Nov 2022
Meta-Learning for Unsupervised Outlier Detection with Optimal Transport Prabhant Singh Joaquin Vanschoren OOD 11 3 0 01 Nov 2022
AMLB: an AutoML Benchmark Pieter Gijsbers Marcos L. P. Bueno Stefan Coors E. LeDell Sébastien Poirier Janek Thomas B. Bischl Joaquin Vanschoren 25 52 0 25 Jul 2022
AutoMLBench: A Comprehensive Experimental Evaluation of Automated Machine Learning Frameworks Hassan Eldeeb Mohamed Maher Radwa El Shawi Sherif Sakr 20 15 0 18 Apr 2022
Online AutoML: An adaptive AutoML framework for online learning B. Celik Prabhant Singh Joaquin Vanschoren 16 21 0 24 Jan 2022
Automating biomedical data science through tree-based pipeline optimization Randal S. Olson Ryan J. Urbanowicz Peter C. Andrews Nicole A. Lavender L. C. Kidd J. Moore AI4CE 24 311 0 28 Jan 2016