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Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization

Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization

Pallavi Mitra
Felix Biessmann
ArXiv (abs)PDFHTML

Papers citing "Automated Computational Energy Minimization of ML Algorithms using Constrained Bayesian Optimization"

4 / 4 papers shown
Title
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
On Hyperparameter Optimization of Machine Learning Algorithms: Theory and Practice
Li Yang
Abdallah Shami
AI4CE
197
2,119
0
30 Jul 2020
Learning both Weights and Connections for Efficient Neural Networks
Learning both Weights and Connections for Efficient Neural Networks
Song Han
Jeff Pool
J. Tran
W. Dally
CVBM
316
6,709
0
08 Jun 2015
Bayesian Optimization with Unknown Constraints
Bayesian Optimization with Unknown Constraints
M. Gelbart
Jasper Snoek
Ryan P. Adams
93
450
0
22 Mar 2014
Practical Bayesian Optimization of Machine Learning Algorithms
Practical Bayesian Optimization of Machine Learning Algorithms
Jasper Snoek
Hugo Larochelle
Ryan P. Adams
382
7,965
0
13 Jun 2012

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