Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

7 September 2023

Papers citing "Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning"

5 / 5 papers shown

Title
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Wenhao Li Bo Jin Mingyi Hong Changhong Lu Xiangfeng Wang 40 0 0 07 May 2025
Leveraging Sub-Optimal Data for Human-in-the-Loop Reinforcement Learning Calarina Muslimani M. E. Taylor OffRL 38 2 0 30 Apr 2024
Explaining Hyperparameter Optimization via Partial Dependence Plots Julia Moosbauer J. Herbinger Giuseppe Casalicchio Marius Lindauer Bernd Bischl 36 56 0 08 Nov 2021
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization Marius Lindauer Katharina Eggensperger Matthias Feurer André Biedenkapp Difan Deng C. Benjamins Tim Ruhopf René Sass Frank Hutter 80 323 0 20 Sep 2021
Hyperparameter Optimization: Foundations, Algorithms, Best Practices and Open Challenges B. Bischl Martin Binder Michel Lang Tobias Pielok Jakob Richter ... Theresa Ullmann Marc Becker A. Boulesteix Difan Deng Marius Lindauer 77 268 0 13 Jul 2021