OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization

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OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization

25 May 2025

Meher Bhaskar Madiraju

Meher Sai Preetam Madiraju

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Papers citing "OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization"

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Title
Large Language Model Agent for Hyper-Parameter Optimization Siyi Liu Chen Gao Yong Li 133 23 0 02 Feb 2024
Voyager: An Open-Ended Embodied Agent with Large Language Models Guanzhi Wang Yuqi Xie Yunfan Jiang Ajay Mandlekar Chaowei Xiao Yuke Zhu Linxi Fan Anima Anandkumar LM&Ro SyDa 171 843 0 25 May 2023
Optuna: A Next-generation Hyperparameter Optimization Framework Takuya Akiba Shotaro Sano Toshihiko Yanase Takeru Ohta Masanori Koyama 681 5,944 0 25 Jul 2019
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 252 2,342 0 21 Mar 2016
XGBoost: A Scalable Tree Boosting System Tianqi Chen Carlos Guestrin 831 39,548 0 09 Mar 2016
Non-stochastic Best Arm Identification and Hyperparameter Optimization Kevin Jamieson Ameet Talwalkar 217 579 0 27 Feb 2015
OpenML: networked science in machine learning Joaquin Vanschoren Jan N. van Rijn B. Bischl Luís Torgo FedML AI4CE 193 1,334 0 29 Jul 2014
Practical Bayesian Optimization of Machine Learning Algorithms Jasper Snoek Hugo Larochelle Ryan P. Adams 395 7,999 0 13 Jun 2012