23 citations · 50 across the 5 of their papers we have counts for
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stat.ML2023
Robust Data Clustering with Outliers via Transformed Tensor Low-Rank Representation
Tong Wu
Recently, tensor low-rank representation (TLRR) has become a popular tool for tensor data recovery and clustering, due to its empirical success and theoretical guarantees. However,…
stat.ML2016
Human Action Attribute Learning From Video Data Using Low-Rank Representations
Tong Wu, Prudhvi Gurram, Raghuveer M. Rao +1
Representation of human actions as a sequence of human body movements or action attributes enables the development of models for human activity recognition and summarization. We pr…
stat.ML2014★ 23 cited
Learning the nonlinear geometry of high-dimensional data: Models and algorithms
Tong Wu, Waheed U. Bajwa
Modern information processing relies on the axiom that high-dimensional data lie near low-dimensional geometric structures. This paper revisits the problem of data-driven learning…