Tong Wu

According to our database, Tong Wu authored at least 13 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Online Tensor Max-Norm Regularization via Stochastic Optimization.

Tong Wu

Trans. Mach. Learn. Res., 2024

2023

Online Tensor Low-Rank Representation for Streaming Data Clustering.

Tong Wu

IEEE Trans. Circuits Syst. Video Technol., February, 2023

2020

Graph regularized low-rank representation for submodule clustering.

Tong Wu

Pattern Recognit., 2020

Online Tensor Low-Rank Representation for Streaming Data.

Tong Wu

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

2019

Clustering-Aware Structure-Constrained Low-Rank Submodule Clustering.

Tong Wu

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

A Low Tensor-Rank Representation Approach for Clustering of Imaging Data.

Tong Wu, Waheed U. Bajwa

IEEE Signal Process. Lett., 2018

2016

Human Action Attribute Learning From Video Data Using Low-Rank Representations.

Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa

CoRR, 2016

Clustering-aware structure-constrained low-rank representation model for learning human action attributes.

Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa

Proceedings of the IEEE 12th Image, Video, and Multidimensional Signal Processing Workshop, 2016

2015

Learning the Nonlinear Geometry of High-Dimensional Data: Models and Algorithms.

Tong Wu, Waheed U. Bajwa

IEEE Trans. Signal Process., 2015

Hierarchical Union-of-Subspaces Model for Human Activity Summarization.

Tong Wu, Prudhvi Gurram, Raghuveer M. Rao, Waheed U. Bajwa

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

Metric-Constrained Kernel Union of Subspaces.

Tong Wu, Waheed U. Bajwa

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Subspace detection in a kernel space: The missing data case.

Tong Wu, Waheed U. Bajwa

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Revisiting robustness of the union-of-subspaces model for data-adaptive learning of nonlinear signal models.

Tong Wu, Waheed U. Bajwa

Proceedings of the IEEE International Conference on Acoustics, 2014