33 citations · 35 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 33 cited
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★ 1 cited
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…