Nam H. Nguyen
Nam H. Nguyen
IBM Thomas J. Watson Research Center
Verified email at us.ibm.com - Homepage
TitleCited byYear
Sparsity adaptive matching pursuit algorithm for practical compressed sensing
TT Do, L Gan, N Nguyen, TD Tran
2008 42nd Asilomar Conference on Signals, Systems and Computers, 581-587, 2008
5262008
Fast and efficient compressive sensing using structurally random matrices
TT Do, L Gan, NH Nguyen, TD Tran
IEEE Transactions on signal processing 60 (1), 139-154, 2011
3212011
Distributed compressed video sensing
TT Do, Y Chen, DT Nguyen, N Nguyen, L Gan, TD Tran
2009 16th IEEE International Conference on Image Processing (ICIP), 1393-1396, 2009
2152009
Robust Lasso With Missing and Grossly Corrupted Observations
N Nguyen, TD Tran
IEEE TRANSACTIONS ON INFORMATION THEORY 59 (4), 2036-2058, 2013
87*2013
Exact Recoverability From Dense Corrupted Observations via-Minimization
NH Nguyen, TD Tran
IEEE transactions on information theory 59 (4), 2017-2035, 2013
702013
A fast and efficient algorithm for low-rank approximation of a matrix
NH Nguyen, TT Do, TD Tran
Proceedings of the forty-first annual ACM symposium on Theory of computing c, 2009
662009
Robust multi-sensor classification via joint sparse representation
NH Nguyen, NM Nasrabadi, TD Tran
14th International Conference on Information Fusion, 1-8, 2011
592011
Net-Trim: Convex Pruning of Deep Neural Networks with Performance Guarantee
A Aghasi, A Abdi, N Nguyen, J Romberg
arXiv preprint arXiv:1611.05162, 2016
52*2016
Tensor sparsification via a bound on the spectral norm of random tensors
NH Nguyen, P Drineas, TD Tran
Information and Inference: A Journal of the IMA 4 (3), 195-229, 2015
45*2015
Linear convergence of stochastic iterative greedy algorithms with sparse constraints
N Nguyen, D Needell, T Woolf
IEEE Transactions on Information Theory 63 (11), 6869-6895, 2017
392017
The recoverability limit for superresolution via sparsity
L Demanet, NH Nguyen
arXiv:1502.01385, 2014
392014
Super-resolution via superset selection and pruning
L Demanet, D Needell, N Nguyen
arXiv preprint arXiv:1302.6288, 2013
242013
Collaborative multi-sensor classification via sparsity-based representation
M Dao, NH Nguyen, NM Nasrabadi, TD Tran
IEEE Transactions on Signal Processing 64 (9), 2400-2415, 2016
222016
Estimating information flow in neural networks
Z Goldfeld, E Berg, K Greenewald, I Melnyk, N Nguyen, B Kingsbury, ...
arXiv preprint arXiv:1810.05728, 2018
132018
Net-Trim: A Layer-wise Convex Pruning of Deep Neural Networks
A Aghasi, N Nguyen, J Romberg
https://arxiv.org/pdf/1611.05162v2.pdf, 1-40, 2016
122016
Fast and efficient dimensionality reduction using structurally random matrices
TT Do, L Gan, Y Chen, N Nguyen, TD Tran
2009 IEEE International Conference on Acoustics, Speech and Signal c, 2009
102009
When Does Stochastic Gradient Algorithm Work Well?
LM Nguyen, NH Nguyen, DT Phan, JR Kalagnanam, K Scheinberg
82018
Matrix sparsification via the Khintchine inequality
NH Nguyen, P Drineas, TD Tran
manuscript 143, 564-582, 2009
62009
The stability of regularized orthogonal matching pursuit algorithm
NH Nguyen, TD Tran
52007
A Scale Invariant Flatness Measure for Deep Network Minima
A Rangamani, NH Nguyen, A Kumar, D Phan, SH Chin, TD Tran
arXiv preprint arXiv:1902.02434, 2019
32019
The system can't perform the operation now. Try again later.
Articles 1–20