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Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed
  Machine Learning Resources: A Hierarchical Agent-based Approach

Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach

12 September 2023
Ahmad Esmaeili
Julia Taylor Rayz
Eric T. Matson
ArXivPDFHTML

Papers citing "Hybrid Algorithm Selection and Hyperparameter Tuning on Distributed Machine Learning Resources: A Hierarchical Agent-based Approach"

3 / 3 papers shown
Title
Agent-based Collaborative Random Search for Hyper-parameter Tuning and
  Global Function Optimization
Agent-based Collaborative Random Search for Hyper-parameter Tuning and Global Function Optimization
Ahmad Esmaeili
Zahra Ghorrati
Eric T. Matson
28
14
0
03 Mar 2023
Provably Efficient Online Hyperparameter Optimization with
  Population-Based Bandits
Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits
Jack Parker-Holder
Vu Nguyen
Stephen J. Roberts
OffRL
67
82
0
06 Feb 2020
Model Evaluation, Model Selection, and Algorithm Selection in Machine
  Learning
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning
S. Raschka
75
764
0
13 Nov 2018
1