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2020 – today
- 2024
[c12]Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj:
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. AAAI 2024: 22962-22968- [i17]Vijay Ekambaram, Arindam Jati, Nam H. Nguyen, Pankaj Dayama, Chandra Reddy, Wesley M. Gifford, Jayant Kalagnanam:
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series. CoRR abs/2401.03955 (2024) - [i16]Thomas D. P. Edwards, James Alvey, Justin Alsing, Nam H. Nguyen, Benjamin D. Wandelt:
Scaling-laws for Large Time-series Models. CoRR abs/2405.13867 (2024) - 2023
- [c11]Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam:
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. ICLR 2023 - [c10]Long H. Chu, Nam H. Nguyen:
Adaptive Sliding Mode Control for the Quadrotor with unknown Disturbance and Uncertain Parameters. ICSSE 2023: 320-326 - [i15]Zepu Wang, Yuqi Nie, Peng Sun, Nam H. Nguyen, John M. Mulvey, H. Vincent Poor:
ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting. CoRR abs/2308.07496 (2023) - [i14]Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj:
AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. CoRR abs/2310.20280 (2023) - 2022
- [i13]Yuqi Nie, Nam H. Nguyen, Phanwadee Sinthong
, Jayant Kalagnanam:
A Time Series is Worth 64 Words: Long-term Forecasting with Transformers. CoRR abs/2211.14730 (2022) - 2021
- [j8]Sima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum circuit representation of Bayesian networks. Expert Syst. Appl. 176: 114768 (2021) - [c9]Akshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang (Peter) Chin, Trac D. Tran:
A Scale Invariant Measure of Flatness for Deep Network Minima. ICASSP 2021: 1680-1684 - [i12]My A. Vu, Nam H. Nguyen, Hanh Le T. Nguyen, Anh N. Ta, Mong H. Nguyen:
Optimal fire allocation in a combat model of mixed NCW type. CoRR abs/2104.02983 (2021) - [i11]Su V. Huynh, Nam H. Nguyen, Ngoc T. Nguyen, Vinh TQ. Nguyen, Chau Huynh, Chuong Nguyen:
A Strong Baseline for Vehicle Re-Identification. CoRR abs/2104.10850 (2021) - 2020
- [j7]Nathan L. Thompson, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Experimental pairwise entanglement estimation for an N-qubit system. Quantum Inf. Process. 19(10): 394 (2020) - [j6]Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum learning with noise and decoherence: a robust quantum neural network. Quantum Mach. Intell. 2(1): 1-15 (2020) - [j5]Nam H. Nguyen, Elizabeth C. Behrman, Mohamed A. Moustafa, James Edward Steck:
Benchmarking Neural Networks For Quantum Computations. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2522-2531 (2020) - [c8]Dzung T. Phan, Lam M. Nguyen, Nam H. Nguyen, Jayant R. Kalagnanam:
Pruning Deep Neural Networks with $\ell_{0}$-constrained Optimization. ICDM 2020: 1214-1219 - [c7]Sima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck:
Experimental evaluation of quantum Bayesian networks on IBM QX hardware. QCE 2020: 372-378 - [i10]Sima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck:
Quantum circuit representation of Bayesian networks. CoRR abs/2004.14803 (2020) - [i9]Sima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck:
Experimental evaluation of quantum Bayesian networks on IBM QX hardware. CoRR abs/2005.12474 (2020) - [i8]Ramkumar Harikrishnakumar, Saideep Nannapaneni, Nam H. Nguyen, James Edward Steck, Elizabeth C. Behrman:
A Quantum Annealing Approach for Dynamic Multi-Depot Capacitated Vehicle Routing Problem. CoRR abs/2005.12478 (2020)
2010 – 2019
- 2019
- [i7]Akshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang H. Chin, Trac D. Tran:
A Scale Invariant Flatness Measure for Deep Network Minima. CoRR abs/1902.02434 (2019) - 2018
- [i6]Lam M. Nguyen, Nam H. Nguyen, Dzung T. Phan, Jayant R. Kalagnanam, Katya Scheinberg:
When Does Stochastic Gradient Algorithm Work Well? CoRR abs/1801.06159 (2018) - 2016
- [j4]Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Collaborative Multi-Sensor Classification Via Sparsity-Based Representation. IEEE Trans. Signal Process. 64(9): 2400-2415 (2016) - 2014
- [i5]Minh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Collaborative Multi-sensor Classification via Sparsity-based Representation. CoRR abs/1410.7876 (2014) - 2013
- [j3]Nam H. Nguyen, Trac D. Tran:
Exact Recoverability From Dense Corrupted Observations via ℓ1-Minimization. IEEE Trans. Inf. Theory 59(4): 2017-2035 (2013) - [j2]Nam H. Nguyen, Trac D. Tran:
Robust Lasso With Missing and Grossly Corrupted Observations. IEEE Trans. Inf. Theory 59(4): 2036-2058 (2013) - 2012
- [j1]Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran:
Fast and Efficient Compressive Sensing Using Structurally Random Matrices. IEEE Trans. Signal Process. 60(1): 139-154 (2012) - [c6]Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Multi-sensor joint kernel sparse representation for personnel detection. EUSIPCO 2012: 739-743 - 2011
- [c5]Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Robust multi-sensor classification via joint sparse representation. FUSION 2011: 1-8 - [c4]Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran:
Robust Lasso with missing and grossly corrupted observations. NIPS 2011: 1881-1889 - [i4]Nam H. Nguyen, Trac D. Tran:
Exact recoverability from dense corrupted observations via L1 minimization. CoRR abs/1102.1227 (2011) - [i3]Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran:
Fast and Efficient Compressive Sensing using Structurally Random Matrices. CoRR abs/1106.5037 (2011) - [i2]Nam H. Nguyen, Trac D. Tran:
Robust Lasso with missing and grossly corrupted observations. CoRR abs/1112.0391 (2011) - 2010
- [i1]Nam H. Nguyen, Petros Drineas, Trac D. Tran:
Tensor sparsification via a bound on the spectral norm of random tensors. CoRR abs/1005.4732 (2010)
2000 – 2009
- 2009
- [c3]Thong T. Do, Yi Chen, Nam H. Nguyen, Lu Gan, Trac D. Tran:
A fast and efficient heuristic nuclear-norm algorithm for affine rank minimization. ICASSP 2009: 3393-3396 - [c2]Nam H. Nguyen, Thong T. Do, Trac D. Tran:
A fast and efficient algorithm for low-rank approximation of a matrix. STOC 2009: 215-224 - 2008
- [c1]Thong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran:
Sparsity adaptive matching pursuit algorithm for practical compressed sensing. ACSCC 2008: 581-587
Coauthor Index
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