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Faster Convergence with Lexicase Selection in Tree-based Automated
  Machine Learning

Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning

1 February 2023
Nicholas Matsumoto
A. Saini
P. Ribeiro
Hyun-Deok Choi
A. Orlenko
L. Lyytikainen
J. Laurikka
T. Lehtimaki
Sandra Batista
Jason W. Moore
ArXivPDFHTML

Papers citing "Faster Convergence with Lexicase Selection in Tree-based Automated Machine Learning"

4 / 4 papers shown
Title
Lexicase Selection Parameter Analysis: Varying Population Size and Test
  Case Redundancy with Diagnostic Metrics
Lexicase Selection Parameter Analysis: Varying Population Size and Test Case Redundancy with Diagnostic Metrics
Jose Guadalupe Hernandez
Anil Kumar Saini
Jason H. Moore
38
0
0
21 Jul 2024
Reachability Analysis for Lexicase Selection via Community Assembly
  Graphs
Reachability Analysis for Lexicase Selection via Community Assembly Graphs
Emily L. Dolson
Alexander Lalejini
35
1
0
20 Sep 2023
Phylogeny-informed fitness estimation
Phylogeny-informed fitness estimation
Alexander Lalejini
Matthew Andres Moreno
Jose Guadalupe Hernandez
Emily L. Dolson
26
1
0
06 Jun 2023
Automating biomedical data science through tree-based pipeline
  optimization
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
33
311
0
28 Jan 2016
1