Toan N. Nguyen

According to our database, Toan N. Nguyen authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent.

Toan N. Nguyen, Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk

CoRR, 2023

2022

Generalizing DP-SGD with Shuffling and Batching Clipping.

Marten van Dijk, Phuong Ha Nguyen, Toan N. Nguyen, Lam M. Nguyen

CoRR, 2022

2021

Differential Private Hogwild! over Distributed Local Data Sets.

Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen

CoRR, 2021

Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes.

Nhuong V. Nguyen, Toan N. Nguyen, Phuong Ha Nguyen, Quoc Tran-Dinh, Lam M. Nguyen, Marten van Dijk

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Asynchronous Federated Learning with Reduced Number of Rounds and with Differential Privacy from Less Aggregated Gaussian Noise.

Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Quoc Tran-Dinh, Phuong Ha Nguyen

CoRR, 2020