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2012.03011
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MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements
AAAI Conference on Artificial Intelligence (AAAI), 2020
5 December 2020
Yan Zhao
Yu Shen
Jiawei Jiang
Jinyang Gao
Ce Zhang
Tengjiao Wang
Re-assign community
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Papers citing
"MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements"
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OpenBox: A Python Toolkit for Generalized Black-box Optimization
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Transfer Learning for Bayesian Optimization: A Survey
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DivBO: Diversity-aware CASH for Ensemble Learning
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TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning
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Transfer Learning based Search Space Design for Hyperparameter Tuning
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PaSca: a Graph Neural Architecture Search System under the Scalable Paradigm
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Hyper-Tune: Towards Efficient Hyper-parameter Tuning at Scale
Proceedings of the VLDB Endowment (PVLDB), 2022
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ProxyBO: Accelerating Neural Architecture Search via Bayesian Optimization with Zero-cost Proxies
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VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition
The VLDB journal (VLDBJ), 2021
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Yu Shen
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19 Jul 2021
Amortized Auto-Tuning: Cost-Efficient Bayesian Transfer Optimization for Hyperparameter Recommendation
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OpenBox: A Generalized Black-box Optimization Service
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Yan Zhao
Yu Shen
Wentao Zhang
Yuan-Wei Chen
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Wentao Wu
Zhi-Xin Yang
Ce Zhang
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01 Jun 2021
1
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