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Hyper-parameter Tuning under a Budget Constraint

Hyper-parameter Tuning under a Budget Constraint

International Joint Conference on Artificial Intelligence (IJCAI), 2019
1 February 2019
Zhiyun Lu
Chao-Kai Chiang
Fei Sha
ArXiv (abs)PDFHTML

Papers citing "Hyper-parameter Tuning under a Budget Constraint"

6 / 6 papers shown
eTOP: Early Termination of Pipelines for Faster Training of AutoML
  Systems
eTOP: Early Termination of Pipelines for Faster Training of AutoML Systems
Huatian Zhang
Juliana Freire
Yash Garg
173
0
0
17 Apr 2023
Bayesian Optimization Over Iterative Learners with Structured Responses:
  A Budget-aware Planning Approach
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning ApproachInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022
Syrine Belakaria
J. Doppa
Nicolò Fusi
Rishit Sheth
352
10
0
25 Jun 2022
SpotTune: Leveraging Transient Resources for Cost-efficient
  Hyper-parameter Tuning in the Public Cloud
SpotTune: Leveraging Transient Resources for Cost-efficient Hyper-parameter Tuning in the Public Cloud
Yan Li
Bo An
Jin Tan
Donggang Cao
Yasha Wang
Hong Mei
269
7
0
07 Dec 2020
Resource-Aware Pareto-Optimal Automated Machine Learning Platform
Resource-Aware Pareto-Optimal Automated Machine Learning Platform
Yao Yang
Andrew Nam
M. Nasr-Azadani
Teresa Tung
207
7
0
30 Oct 2020
MCAL: Minimum Cost Human-Machine Active Labeling
MCAL: Minimum Cost Human-Machine Active LabelingInternational Conference on Learning Representations (ICLR), 2020
Hang Qiu
Krishna Chintalapudi
Ramesh Govindan
297
7
0
24 Jun 2020
Frugal Optimization for Cost-related Hyperparameters
Frugal Optimization for Cost-related Hyperparameters
Qingyun Wu
Chi Wang
Silu Huang
260
1
0
04 May 2020
1
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