11 citations · 13 across the 2 of their papers we have counts for
2 papers
stat.ML2020★ 2 cited
Partially Observable Online Change Detection via Smooth-Sparse Decomposition
Jie Guo, Hao Yan, Chen Zhang +1
We consider online change detection of high dimensional data streams with sparse changes, where only a subset of data streams can be observed at each sensing time point due to limi…
cs.LG2019★ 11 cited
Tensor Completion for Weakly-dependent Data on Graph for Metro Passenger Flow Prediction
Ziyue Li, Nurettin Dorukhan Sergin, Hao Yan +2
Low-rank tensor decomposition and completion have attracted significant interest from academia given the ubiquity of tensor data. However, the low-rank structure is a global proper…