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Information-Guided Sampling for Low-Rank Matrix Completion
The matrix completion problem, which aims to recover a low-rank matrix $\mathbf{X}$ from partial, noisy observations of its entries, …
Simon Mak
,
Henry Shaowu Yuchi
,
Yao Xie
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Sequential Adversarial Anomaly Detection with Deep Fourier Kernel
We present a novel adversarial detector for the anomalous sequence when there are only one-class training samples. The detector is …
Shixiang Zhu
,
Henry Shaowu Yuchi
,
Minghe Zhang
,
Yao Xie
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Adversarial Anomaly Detection for Marked Spatio-temporal Streaming Data
Spatio-temporal event data are becoming increasingly commonplace in a wide variety of applications, such as electronic transaction …
Shixiang Zhu
,
Henry Shaowu Yuchi
,
Yao Xie
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