Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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49 results for Lam M. Nguyen

FedDR -- Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
- - Quoc Tran-Dinh
  - Nhan Pham
  - et al.
- 2021
- NeurIPS 2021
On the Equivalence between Neural Network and Support Vector Machine
- - Yilan Chen
  - Wei Huang
  - et al.
- 2021
- NeurIPS 2021
Ensembling Graph Predictions for AMR Parsing
- - Lam Thanh Hoang
  - Gabriele Picco
  - et al.
- 2021
- NeurIPS 2021
SMG: A Shuffling Gradient-Based Method with Momentum
- - Trang Tran
  - Lam Nguyen
  - et al.
- 2021
- ICML 2021
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
- - Haoran Zhu
  - Pavankumar Murali
  - et al.
- 2020
- NeurIPS 2020
Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function
- - Quoc Tran Dinh
  - Deyi Liu
  - et al.
- 2020
- NeurIPS 2020
Stochastic gauss-newton algorithms for nonconvex compositional optimization
- - Quoc Tran-Dinh
  - Nhan H. Pham
  - et al.
- 2020
- ICML 2020
ConCerNet: A Contrastive Learning Based Framework for Automated Conservation Law Discovery and Trustworthy Dynamical System Prediction
- - Wang Zhang
  - Lily Weng
  - et al.
- 2023
- ICML 2023
Label-free Concept Bottleneck Models
- - Tuomas Oikarinen
  - Subhro Das
  - et al.
- 2023
- ICLR 2023
New Perspective on the Convergence to a Global Solution of Finite-sum Optimization
- - Lam Nguyen
  - Trang H. Tran
  - et al.
- 2022
- INFORMS 2022