Gang Wu

Research Focus: Video Analytics based on Matrix Completion methods

BTech, Electrical, Electronics and Communication Engineering, Dalian University of Technology, China

More info can be found on my personal website

Publications

Wu, Gang, and Ratnesh Kumar. “Learning a Joint Low-Rank and Gaussian Model in Matrix Completion with Spectral Regularization and Expectation Maximization Algorithm.” 2018 IEEE International Congress on Big Data (BigData Congress), IEEE, 2018.
BibTeX
Link

@inproceedings{wu2018regularization,
  doi = {10.1109/bigdatacongress.2018.00035},
  url = {https://doi.org/10.1109/bigdatacongress.2018.00035},
  year = {2018},
  month = jul,
  publisher = {{IEEE}},
  author = {Wu, Gang and Kumar, Ratnesh},
  title = {Learning a Joint Low-Rank and Gaussian Model in Matrix Completion with Spectral Regularization and Expectation Maximization Algorithm},
  booktitle = {2018 {IEEE} International Congress on Big Data ({BigData} Congress)}
}

Wu, Gang, Viswanathan Swaminathan, Saayan Mitra, and Ratnesh Kumar. “Digital Content Recommendation System Using Implicit Feedback Data.” 2017 IEEE International Conference on Big Data (Big Data), IEEE, 2017.
BibTeX
Link

@inproceedings{wu2017recommendation,
  doi = {10.1109/bigdata.2017.8258242},
  url = {https://doi.org/10.1109/bigdata.2017.8258242},
  year = {2017},
  month = dec,
  publisher = {{IEEE}},
  author = {Wu, Gang and Swaminathan, Viswanathan and Mitra, Saayan and Kumar, Ratnesh},
  title = {Digital content recommendation system using implicit feedback data},
  booktitle = {2017 {IEEE} International Conference on Big Data (Big Data)}
}

Wu, Gang, Viswanathan Swaminathan, and Ratnesh Kumar. “Matrix Completion under Gaussian Models Using MAP and EM Algorithms.” JCM, 2017.
BibTeX
Link

@article{wu2017completion,
  doi = {10.12720/jcm.12.3.180-186},
  url = {https://doi.org/10.12720/jcm.12.3.180-186},
  year = {2017},
  publisher = {Engineering and Technology Publishing},
  author = {Wu, Gang and Swaminathan, Viswanathan and Kumar, Ratnesh},
  title = {Matrix Completion under Gaussian Models Using {MAP} and {EM} Algorithms},
  journal = {JCM},
  area = {Cyber-Physical Systems},
  subarea = {Stochastics, Machine Learning}
}

Wu, Gang, Viswanathan Swaminathan, Saayan Mitra, and Ratnesh Kumar. “Online Video Session Progress Prediction Using Low-Rank Matrix Completion.” 2014 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), IEEE, 2014.
BibTeX
Link

@inproceedings{wu2014prediction,
  doi = {10.1109/icmew.2014.6890668},
  url = {https://doi.org/10.1109/icmew.2014.6890668},
  year = {2014},
  month = jul,
  publisher = {{IEEE}},
  author = {Wu, Gang and Swaminathan, Viswanathan and Mitra, Saayan and Kumar, Ratnesh},
  title = {Online video session progress prediction using low-rank matrix completion},
  booktitle = {2014 {IEEE} International Conference on Multimedia and Expo Workshops ({ICMEW})}
}