576 citations · 1.1k across the 42 of their papers we have counts for
Showing 2018Show all
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stat.ML2018★ 13 cited
Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality
Miaoyan Wang, Lexin Li
We consider the problem of decomposing a higher-order tensor with binary entries. Such data problems arise frequently in applications such as neuroimaging, recommendation system, t…
stat.ME2018
Generalized Connectivity Matrix Response Regression with Applications in Brain Connectivity Studies
Jingfei Zhang, Will Wei Sun, Lexin Li
Multiple-subject network data are fast emerging in recent years, where a separate connectivity matrix is measured over a common set of nodes for each individual subject, along with…
stat.ME2018★ 1 cited
Mixed-Effect Time-Varying Network Model and Application in Brain Connectivity Analysis
Jingfei Zhang, Will Wei Sun, Lexin Li
Time-varying networks are fast emerging in a wide range of scientific and business disciplines. Most existing dynamic network models are limited to a single-subject and discrete-ti…