18 citations · 119 across the 25 of their papers we have counts for
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cs.LG2011★ 5 cited
Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification
Ziqiang Shi, Jiqing Han, Tieran Zheng +1
In this paper, a novel framework based on trace norm minimization for audio segment is proposed. In this framework, both the feature extraction and classification are obtained by s…
math.NA2011★ 5 cited
Trace Norm Regularized Tensor Classification and Its Online Learning Approaches
Ziqiang Shi, Tieran Zheng, Jiqing Han
In this paper we propose an algorithm to classify tensor data. Our methodology is built on recent studies about matrix classification with the trace norm constrained weight matrix…