Nam H. Nguyen - researchr alias

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Viewing Publication 1 - 25 from 25

2024

AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability DataSantosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama 0001, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj. AAAI 2024: 22962-22968 [doi]

2023

Adaptive Sliding Mode Control for the Quadrotor with unknown Disturbance and Uncertain ParametersLong H. Chu, Nam H. Nguyen. icsse 2023: 320-326 [doi]

A Time Series is Worth 64 Words: Long-term Forecasting with TransformersYuqi Nie, Nam H. Nguyen, Phanwadee Sinthong, Jayant Kalagnanam. iclr 2023: [doi]

2021

Quantum circuit representation of Bayesian networksSima Esfandiarpour Borujeni, Saideep Nannapaneni, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck. eswa, 176:114768, 2021. [doi]

A Scale Invariant Measure of Flatness for Deep Network MinimaAkshay Rangamani, Nam H. Nguyen, Abhishek Kumar, Dzung T. Phan, Sang Peter Chin, Trac D. Tran. icassp 2021: 1680-1684 [doi]

2020

Experimental evaluation of quantum Bayesian networks on IBM QX hardwareSima Esfandiarpour Borujeni, Nam H. Nguyen, Saideep Nannapaneni, Elizabeth C. Behrman, James Edward Steck. qce 2020: 372-378 [doi]

Quantum learning with noise and decoherence: a robust quantum neural networkNam H. Nguyen, Elizabeth C. Behrman, James Edward Steck. qmi, 2(1):1-15, 2020. [doi]

Benchmarking Neural Networks For Quantum ComputationsNam H. Nguyen, Elizabeth C. Behrman, Mohamed A. Moustafa, James Edward Steck. tnn, 31(7):2522-2531, 2020. [doi]

Pruning Deep Neural Networks with $\ell_{0}$-constrained OptimizationDzung T. Phan, Lam M. Nguyen, Nam H. Nguyen, Jayant R. Kalagnanam. icdm 2020: 1214-1219 [doi]

Experimental pairwise entanglement estimation for an N -qubit systemNathan L. Thompson, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck. qip, 19(11):1-18, 2020. [doi]

Experimental pairwise entanglement estimation for an N-qubit systemNathan L. Thompson, Nam H. Nguyen, Elizabeth C. Behrman, James Edward Steck. qip, 19(10):394, 2020. [doi]

Observer-Based Controllers for Two-Wheeled Inverted Robots with Unknown Input Disturbance and Model UncertaintyKhanh G. Tran, Nam H. Nguyen, Phuoc D. Nguyen. jocsae, 2020, 2020. [doi]

2016

Collaborative Multi-Sensor Classification Via Sparsity-Based RepresentationMinh Dao, Nam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran. tsp, 64(9):2400-2415, 2016. [doi]

2013

Exact Recoverability From Dense Corrupted Observations via $\ell _{1}$-MinimizationNam H. Nguyen, Trac D. Tran. TIT, 59(4):2017-2035, 2013. [doi]

Robust Lasso With Missing and Grossly Corrupted ObservationsNam H. Nguyen, Trac D. Tran. TIT, 59(4):2036-2058, 2013. [doi]

2012

Fast and Efficient Compressive Sensing Using Structurally Random MatricesThong T. Do, Lu Gan, Nam H. Nguyen, Trac D. Tran. tsp, 60(1):139-154, 2012. [doi]

Multi-sensor joint kernel sparse representation for personnel detectionNam H. Nguyen, Nasser M. Nasrabadi, Trac D. Tran. eusipco 2012: 739-743 [doi]

2011

2009

2008

Sparsity adaptive matching pursuit algorithm for practical compressed sensingThong T. Do, Lu Gan 0002, Nam H. Nguyen, Trac D. Tran. acssc 2008: 581-587 [doi]

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