Lam M. Nguyen
机构: Staff Research Scientist at IBM Research; IBM Master Inventor
每年引用次数
引用次数
引用: 2,293
H-指数: 23
I10-指数 : 34
出版物: 132
Synthesis and characterization of NiCoOx mixed nanocatalysts for anion exchanger membrane water electrolysis (AEMWE)
Hanh Pham Hong , Phong Nguyen Ngoc , Linh Do Chi , Lam Nguyen Duc
Vietnam Journal of Catalysis and Adsorption 9 ( 2) 49 -53
2020
Antibiofilm activity of alpha-mangostin loaded nanoparticles against Streptococcus mutans
PhuongT.M. Nguyen , MinhT.H. Nguyen , LienT Quach , PhuongT.M. Nguyen
Asian pacific Journal of Tropical Biomedicine 10 ( 7) 325
1
2020
Antibiofilm activity of alpha-mangostin loaded nanoparticles against Streptococcus mutans
PhuongT.M. Nguyen , MinhT.H. Nguyen , LienT Quach , PhuongT.M. Nguyen
Asian pacific Journal of Tropical Biomedicine 10 ( 7) 325
1
2020
Nesterov accelerated shuffling gradient method for convex optimization
Trang H Tran , Katya Scheinberg , Lam M Nguyen
Smpte Journal 21703 -21732
1
2022
Finding Optimal Policy for Queueing Models: New Parameterization
Trang H Tran , Lam M Nguyen , Katya Scheinberg
arXiv preprint arXiv:2206.10073
1
2022
Interpretable clustering via multi-polytope machines
Connor Lawless , Jayant Kalagnanam , Lam M Nguyen , Dzung Phan
Smpte Journal 36 ( 7) 7309 -7316
3
2022
Ensembling Graph Predictions for AMR Parsing
Hoang Thanh Lam , Gabriele Picco , Yufang Hou , Young-Suk Lee
arXiv e-prints arXiv: 2110.09131 -arXiv: 2110.09131
26
2021
Ensuring the quality of optimization solutions in data generated optimization models
Segev Wasserkrug , Orit Davidovich , Evegeny Shindin , Dharmashankar Subramanian
IJCAI Decision Science for Optimization Workshop
3
2021
Finite-sum smooth optimization with SARAH
Lam M Nguyen , Marten van Dijk , Dzung T Phan , Phuong Ha Nguyen
Computational Optimization and Applications 82 ( 3) 561 -593
68
2022
Regression optimization for system-level production control
Dzung T Phan , Lam M Nguyen , Pavankumar Murali , Nhan H Pham
2021 American Control Conference (ACC) 5023 -5028
6
2021
AI-based real-time site-wide optimization for process manufacturing
Jayant Kalagnanam , Dzung T Phan , Pavankumar Murali , Lam M Nguyen
INFORMS Journal on Applied Analytics 52 ( 4) 363 -378
3
2022
An End-to-End Time Series Model for Simultaneous Imputation and Forecast
Trang H Tran , Lam M Nguyen , Kyongmin Yeo , Nam Nguyen
arXiv preprint arXiv:2306.00778
2
2023
Optimal Control via Linearizable Deep Learning
Vinicius Lima , Dzung T Phan , Lam M Nguyen , Jayant Kalagnanam
2023 American Control Conference (ACC) 100 -105
1
2023
Pruning Deep Neural Networks with L_0-Constrained Optimization
Dzung T Phan , Lam M Nguyen , Nam H Nguyen , Jayant R Kalagnanam
2020 IEEE International Conference on Data Mining (ICDM) 1214 -1219
1
2020
DTN: A Learning Rate Scheme with Convergence Rate of $\mathcal {O}(1/t) $ for SGD
Lam M Nguyen , Phuong Ha Nguyen , Dzung T Phan , Jayant R Kalagnanam
arXiv preprint arXiv:1901.07634
2019
Besting the Black-Box: barrier zones for adversarial example defense
Kaleel Mahmood , Phuong Ha Nguyen , Lam M Nguyen , Thanh Nguyen
IEEE Access 10 1451 -1474
9
2021
Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent
Toan N Nguyen , Phuong Ha Nguyen , Lam M Nguyen , Marten Van Dijk
arXiv preprint arXiv:2307.11939
1
2023
Generalizing DP-SGD with Shuffling and Batching Clipping.
Marten van Dijk , Phuong Ha Nguyen , Toan N Nguyen , Lam M Nguyen
arXiv preprint arXiv:2212.05796
1
2022
Proactive DP: A Multple Target Optimization Framework for DP-SGD
Marten van Dijk , Nhuong V Nguyen , Toan N Nguyen , Lam M Nguyen
arXiv preprint arXiv:2102.09030
2021
On the Tightness of the Moment Accountant for DP-SGD
Marten van Dijk , Nhuong V Nguyen , Toan N Nguyen , Lam M Nguyen
arXiv preprint arXiv:2102.09030
2021
Quoc Tran-Dinh Katya Scheinberg Nhan H. Pham Tsui-Wei Weng jayant kalagnanam Martin Takáč Subhro Das Trang H. Tran Pin-Yu Chen Peter Richtarik Tuomas Oikarinen Trong Nghia Hoang Hongsheng Liu Thinh T. Doan Justin Romberg Alexandre Megretski Ivan Oseledets Mark S. Squillante Akhilan Boopathy Quang Minh Nguyen