Title |
|---|
 Hyper-Tune: Towards Efficient Hyper-parameter Tuning at ScaleProceedings of the VLDB Endowment (PVLDB), 2022 |
 VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space
DecompositionThe VLDB journal (VLDBJ), 2021 Yan Zhao Yu Shen Wentao Zhang Jiawei Jiang Bolin Ding ...Jingren Zhou Zhi-Xin Yang Wentao Wu Ce Zhang Tengjiao Wang |
 MFES-HB: Efficient Hyperband with Multi-Fidelity Quality MeasurementsAAAI Conference on Artificial Intelligence (AAAI), 2020 |
 Bayesian Optimization under Heavy-tailed PayoffsNeural Information Processing Systems (NeurIPS), 2019 |
 Mix and Match: An Optimistic Tree-Search Approach for Learning Models
from Mixture DistributionsNeural Information Processing Systems (NeurIPS), 2019 |
