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Lam Nguyen
Lam Nguyen
9
papers
159
total citations
papers (9)
FedDR – Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
NEURIPS 2021
arXiv
50
citations
A Scalable MIP-based Method for Learning Optimal Multivariate Decision Trees
NEURIPS 2020
arXiv
42
citations
Ensembling Graph Predictions for AMR Parsing
NEURIPS 2021
arXiv
27
citations
On the Equivalence between Neural Network and Support Vector Machine
NEURIPS 2021
arXiv
20
citations
One Step Closer to Unbiased Aleatoric Uncertainty Estimation
AAAI 2024
arXiv
12
citations
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods
AAAI 2024
arXiv
5
citations
On the Convergence to a Global Solution of Shuffling-Type Gradient Algorithms
NEURIPS 2023
arXiv
3
citations
Hybrid Variance-Reduced SGD Algorithms For Minimax Problems with Nonconvex-Linear Function
NEURIPS 2020
0
citations
Analyzing Generalization of Neural Networks through Loss Path Kernels
NEURIPS 2023
0
citations