2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.AI2022
Safe Reinforcement Learning with Contrastive Risk Prediction
Hanping Zhang, Yuhong Guo
As safety violations can lead to severe consequences in real-world robotic applications, the increasing deployment of Reinforcement Learning (RL) in robotic domains has propelled t…
cs.DC2019★ 2 cited
The Scalability for Parallel Machine Learning Training Algorithm: Dataset Matters
Daning Cheng, Hanping Zhang, Fen Xia +2
To gain a better performance, many researchers put more computing resource into an application. However, in the AI area, there is still a lack of a successful large-scale machine l…
cs.LG2018
Using Known Information to Accelerate HyperParameters Optimization Based on SMBO
Cheng Daning, Zhang Hanping, Xia Fen +2
Automl is the key technology for machine learning problem. Current state of art hyperparameter optimization methods are based on traditional black-box optimization methods like SMB…