Nam H. Nguyen


Research Staff Member

IBM Thomas J. Watson Research Center

Room 32-221
1101 Kitchawan Td
Yorktown Heights, NY 10598
914-945-1843
nnguyen@us.ibm.com
 
      

Welcome!

Hello and welcome to my academic website. I am a research scientist at the IBM Thomas J. Watson Research Center. Prior to that, I have been a research associate in the Department of MathematicsMassachusetts Institute of Technology. I have graduated with a Ph.D degree from Department of Electrical and Computer Engineering at Johns Hopkins University. I got my Master degree at the same department and Bachelor degree in Electrical Engineering at Hanoi University of Science and Technology, Vietnam.


Research

My research interest revolves around the theme of making accurate inference of high-dimensional data from noisy and corrupted observations. In particular, I am interested in the:

  • development of statistical theory and computationally efficient methods for analyzing high-dimensional data with low intrinsic structure. 
  • development of distributed stochastic algorithms for sparse signal recovery. 
  • design and analysis of randomized numerical linear algebra algorithms
  • Applying these techniques to solve problems in signal processing, machine learning, medical imaging, and networks, in which data are often large, corrupted or incomplete, and having certain low-dimensional structure.

Some publications (full list) (Google scholar)


Alireza Aghasi, Nam H. Nguyen, and Justin Romberg. 2016. 

Laurent Demanet and Nam H. Nguyen. 2014.

Laurent Demanet and Nam H. Nguyen. 2014.

Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, and Trac D. Tran
IEEE Transaction on Signal Processing, vol. 64(9), pp 2400-2415, May 2016.

With Deanna Needell and Tina Woolf, 2014.

Nam H. Nguyen, Sang Chin, and Trac D. Tran. 2013.
A short note can be found here.

Nam H. Nguyen, Nasser M. Nasrabadi, and Trac D. Tran. 2012.

Nam H. Nguyen and Trac D. Tran
IEEE Transaction on Information Theory, vol. 59(4), pp 2036-2058, April 2013.

Nam H. Nguyen and Trac D. Tran
IEEE Transaction on Information Theory, vol. 59(4), pp 2036-2058, April 2013.

Nam H. Nguyen, Petros Drineas, and Trac D. Tran
Information and Inference (A journal of the IMA), 2013.

Thong T. Do, Lu Gan, Nam H. Nguyen, and Trac D. Tran
IEEE Transaction on Signal Processing, vol. 60(1), pp 139-154, Jan. 2012.

Nam H. Nguyen, Thong T. Do, and Trac D. Tran
Symposium on Theory of Computing (STOC), pp 215-224, 2009.