Department of Mathematics, University of California, Los Angeles, Los Angeles, CA 90095, USA; Decision Intelligence Lab, Damo Academy, Alibaba US, Bellevue, WA 98004, USA
HanQin Cai, Jialin Liu, Wotao Yin
Robust PCA;Outlier Detection;Deep Unfolding;Learning to Optimize;Video Background Subtraction;Ultrasound Imaging
Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection