4 citations · 7 across the 6 of their papers we have counts for
Showing 2021Show all
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stat.ML2021★ 1 cited
Scalable Multi-Task Gaussian Processes with Neural Embedding of Coregionalization
Haitao Liu, Jiaqi Ding, Xinyu Xie +3
Multi-task regression attempts to exploit the task similarity in order to achieve knowledge transfer across related tasks for performance improvement. The application of Gaussian p…
cs.LG2021★ 4 cited
Deep Probabilistic Time Series Forecasting using Augmented Recurrent Input for Dynamic Systems
Haitao Liu, Changjun Liu, Xiaomo Jiang +3
The demand of probabilistic time series forecasting has been recently raised in various dynamic system scenarios, for example, system identification and prognostic and health manag…