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Nam H. Nguyen
Nam H. Nguyen
Capital One
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A time series is worth 64 words: Long-term forecasting with transformers
Y Nie, NH Nguyen, P Sinthong, J Kalagnanam
arXiv preprint arXiv:2211.14730, 2022
13212022
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
8742008
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
4582011
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
2742009
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
2282016
Estimating information flow in deep neural networks
Z Goldfeld, E Berg, K Greenewald, I Melnyk, N Nguyen, B Kingsbury, ...
arXiv preprint arXiv:1810.05728, 2018
1742018
Robust Lasso With Missing and Grossly Corrupted Observations
N Nguyen, TD Tran
IEEE TRANSACTIONS ON INFORMATION THEORY 59 (4), 2036-2058, 2013
172*2013
Long-range transformers for dynamic spatiotemporal forecasting
J Grigsby, Z Wang, N Nguyen, Y Qi
arXiv preprint arXiv:2109.12218, 2021
1312021
Tsmixer: Lightweight mlp-mixer model for multivariate time series forecasting
V Ekambaram, A Jati, N Nguyen, P Sinthong, J Kalagnanam
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
1262023
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
1152017
Exact Recoverability From Dense Corrupted Observations via-Minimization
NH Nguyen, TD Tran
IEEE transactions on information theory 59 (4), 2017-2035, 2013
1122013
The recoverability limit for superresolution via sparsity
L Demanet, NH Nguyen
arXiv:1502.01385, 2014
1042014
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 …, 2009
912009
Temporal latent auto-encoder: A method for probabilistic multivariate time series forecasting
N Nguyen, B Quanz
Proceedings of the AAAI conference on artificial intelligence 35 (10), 9117-9125, 2021
822021
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
81*2015
Robust multi-sensor classification via joint sparse representation
NH Nguyen, NM Nasrabadi, TD Tran
14th International Conference on Information Fusion, 1-8, 2011
712011
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
332016
Super-resolution via superset selection and pruning
L Demanet, D Needell, N Nguyen
arXiv preprint arXiv:1302.6288, 2013
332013
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
312019
St-mlp: A cascaded spatio-temporal linear framework with channel-independence strategy for traffic forecasting
Z Wang, Y Nie, P Sun, NH Nguyen, J Mulvey, HV Poor
arXiv preprint arXiv:2308.07496, 2023
282023
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