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Fast and Scalable Learning of Sparse Changes in High-Dimensional Graphical Model Structure
We focus on the problem of estimating the change in the dependency structures of two p-dimensional Gaussian Graphical models (GGMs). …
Beilun Wang, Jiaqi Zhang, Haoqing Xu, Te Tao
DOI
Monkey plays Pac-Man with compositional strategies and hierarchical decision-making
Humans can often handle daunting tasks with ease by developing a set of strategies to reduce decision-making into simpler problems. The …
Qianli Yang, Zhongqiao Lin, Wenyi Zhang, Jianshu Li, Xiyuan Chen, Jiaqi Zhang, Tianming Yang
DOI
Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing
The demand for the sensor-based detection of camouflage objects widely exists in biological research, remote sensing, and military …
Kaihong Huang, Chunshu Li, Jiaqi Zhang, Beilun Wang
DOI
Scalable Estimator for Multi-task Gaussian Graphical Models Based in an IoT Network
Recently, the Internet of Things (IoT) receives significant interest due to its rapid development. But IoT applications still face two …
Beilun Wang, Jiaqi Zhang, Yan Zhang, Meng Wang, Sen Wang
DOI