Call for Action: towards the next generation of symbolic regression benchmark

6 May 2025

Papers citing "Call for Action: towards the next generation of symbolic regression benchmark"

5 / 5 papers shown

Title
Interpretable Scientific Discovery with Symbolic Regression: A Review N. Makke Sanjay Chawla 47 100 0 20 Nov 2022
Data types as a more ergonomic frontend for Grammar-Guided Genetic Programming G. Espada L. Ingelse Paulo Canelas Pedro Barbosa Alcides Fonseca 13 11 0 10 Oct 2022
Eco2AI: carbon emissions tracking of machine learning models as the first step towards sustainable AI S. Budennyy V. Lazarev N. Zakharenko A. Korovin Olga Plosskaya ... Ivan Oseledets I. Barsola Ilya M. Egorov A. Kosterina L. Zhukov 59 94 0 31 Jul 2022
End-to-end symbolic regression with transformers Pierre-Alexandre Kamienny Stéphane dÁscoli Guillaume Lample Franccois Charton 53 171 0 22 Apr 2022
PMLB v1.0: An open source dataset collection for benchmarking machine learning methods Joseph D. Romano Trang T. Le William La Cava John T. Gregg Daniel J. Goldberg Natasha L. Ray Praneel Chakraborty Daniel Himmelstein Weixuan Fu J. Moore GP 8 74 0 30 Nov 2020