Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?

28 July 2023

Papers citing "Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?"

7 / 7 papers shown

Title
Learning Curves for Decision Making in Supervised Machine Learning: A Survey F. Mohr Jan N. van Rijn 65 55 0 28 Jan 2022
Hyper-Parameter Optimization: A Review of Algorithms and Applications Tong Yu Hong Zhu AAML 43 529 0 12 Mar 2020
Tabular Benchmarks for Joint Architecture and Hyperparameter Optimization Aaron Klein Frank Hutter 33 92 0 13 May 2019
A System for Massively Parallel Hyperparameter Tuning Liam Li Kevin Jamieson Afshin Rostamizadeh Ekaterina Gonina Moritz Hardt Benjamin Recht Ameet Talwalkar 52 375 0 13 Oct 2018
BOHB: Robust and Efficient Hyperparameter Optimization at Scale Stefan Falkner Aaron Klein Frank Hutter BDL 169 1,077 0 04 Jul 2018
Non-stochastic Best Arm Identification and Hyperparameter Optimization Kevin Jamieson Ameet Talwalkar 165 570 0 27 Feb 2015
Algorithm Runtime Prediction: Methods & Evaluation Frank Hutter Lin Xu Holger H. Hoos Kevin Leyton-Brown 62 418 0 05 Nov 2012