25 citations · 27 across the 6 of their papers we have counts for
4 papers · 1 filter
FedNS: A Fast Sketching Newton-Type Algorithm for Federated Learning
Jian Li, Yong Liu, Wei Wang +2
Recent Newton-type federated learning algorithms have demonstrated linear convergence with respect to the communication rounds. However, communicating Hessian matrices is often unf…
TLNets: Transformation Learning Networks for long-range time-series prediction
Wei Wang, Yang Liu, Hao Sun
Time series prediction is a prevalent issue across various disciplines, such as meteorology, traffic surveillance, investment, and energy production and consumption. Many statistic…
Learning Continuous System Dynamics from Irregularly-Sampled Partial Observations
Zijie Huang, Yizhou Sun, Wei Wang
Many real-world systems, such as moving planets, can be considered as multi-agent dynamic systems, where objects interact with each other and co-evolve along with the time. Such dy…
Derivative Delay Embedding: Online Modeling of Streaming Time Series
Zhifei Zhang, Yang Song, Wei Wang +1
The staggering amount of streaming time series coming from the real world calls for more efficient and effective online modeling solution. For time series modeling, most existing w…