Research

My research interest is in the broad area of machine learning. The focus of my doctoral work is on latent variable discovery and topic modeling.

Projects

Publications

2014

  • W. Ding, M. H. Rohban, P. Ishwar, and V. Saligrama, “Efficient Distributed Topic Modeling with Provable Guarantees,” in Proc. International Conference on Artificial Intelligence and Statistics (AISTATS’14),  Reykjavik, Iceland, 22-25, Apr., 2014, JMLR W&CP 33 :167-175
  • W. Ding, P. Ishwar, V. Saligrama, and W. C. Karl, “Sensing-Aware Kernel SVM”,  in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP’14), Florence, Italy, 4-9 May, 2014. [arXiv version]

2013