1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.LG2020
Towards Flexible Device Participation in Federated Learning
Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang +1
Traditional federated learning algorithms impose strict requirements on the participation rates of devices, which limit the potential reach of federated learning. This paper extend…
cs.LG2020
Machine Learning on Volatile Instances
Xiaoxi Zhang, Jianyu Wang, Gauri Joshi +1
Due to the massive size of the neural network models and training datasets used in machine learning today, it is imperative to distribute stochastic gradient descent (SGD) by split…
cs.LG2019★ 1 cited
Observe Before Play: Multi-armed Bandit with Pre-observations
Jinhang Zuo, Xiaoxi Zhang, Carlee Joe-Wong
We consider the stochastic multi-armed bandit (MAB) problem in a setting where a player can pay to pre-observe arm rewards before playing an arm in each round. Apart from the usual…