513 citations · 1.8k across the 73 of their papers we have counts for
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cs.LG2012★ 34 cited
Is margin preserved after random projection?
Qinfeng Shi, Chunhua Shen, Rhys Hill +1
Random projections have been applied in many machine learning algorithms. However, whether margin is preserved after random projection is non-trivial and not well studied. In this…
cs.CV2012★ 11 cited
Non-sparse Linear Representations for Visual Tracking with Online Reservoir Metric Learning
Xi Li, Chunhua Shen, Qinfeng Shi +2
Most sparse linear representation-based trackers need to solve a computationally expensive L1-regularized optimization problem. To address this problem, we propose a visual tracker…