Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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60 results for Lam M. Nguyen

Scalable and Secure Federated XGBoost
- - Quang Nguyen
  - Nhan Khanh Le
  - et al.
- 2023
- ICASSP 2023
Optimal Control via Linearizable Deep Learning
- - Vinicius Lima
  - Dzung T. Phan
  - et al.
- 2023
- ACC 2023
New Perspective on the Convergence to a Global Solution of Finite-sum Optimization
- - Lam Nguyen
  - Trang H. Tran
  - et al.
- 2022
- INFORMS 2022
StepDIRECT - A Derivative-Free Optimization Method for Stepwise Functions
- - Dzung T. Phan
  - Hongsheng Liu
  - et al.
- 2022
- SDM 2022
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- - Dzung T. Phan
  - Lam Nguyen
  - et al.
- 2020
- ICDM 2020
A Unified Convergence Analysis for Shuffling-Type Gradient Methods
- - Lam Nguyen
  - Quoc Tran-Dinh
  - et al.
- 2020
- INFORMS 2020
Asset Health-based Maintenance Scheduling
- - Pavankumar Murali
  - Dzung Phan
  - et al.
- 2020
- INFORMS 2020
Regression Optimization For System-level Production Control
- - Dzung Phan
  - Lam Nguyen
  - et al.
- 2020
- INFORMS 2020
ChieF: A Change Pattern based Interpretable Failure Analyzer
- - Dhaval Patel
  - Lam Nguyen
  - et al.
- 2018
- Big Data 2018
Stochastic Optimization Methods With Momentum
- - Trang H. Tran
  - Lam Nguyen
  - et al.
- 2023
- INFORMS 2023