Toan N. Nguyen

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 6

Top Topics

Distributed Learning

Differential Privacy

Benchmark Data Sets

Top Venues

Publications

Toan N. Nguyen, Phuong Ha Nguyen, Lam M. Nguyen, Marten van Dijk
Batch Clipping and Adaptive Layerwise Clipping for Differential Private Stochastic Gradient Descent. CoRR (2023)
Marten van Dijk, Phuong Ha Nguyen, Toan N. Nguyen, Lam M. Nguyen
Generalizing DP-SGD with Shuffling and Batching Clipping. CoRR (2022)
Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Phuong Ha Nguyen
Differential Private Hogwild! over Distributed Local Data Sets. CoRR (2021)
Nhuong V. Nguyen, Toan N. Nguyen, Phuong Ha Nguyen, Quoc Tran-Dinh, Lam M. Nguyen, Marten van Dijk
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes. AISTATS (2021)
Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Quoc Tran-Dinh, Phuong Ha Nguyen
Hogwild! over Distributed Local Data Sets with Linearly Increasing Mini-Batch Sizes. CoRR (2020)
Marten van Dijk, Nhuong V. Nguyen, Toan N. Nguyen, Lam M. Nguyen, Quoc Tran-Dinh, Phuong Ha Nguyen
Asynchronous Federated Learning with Reduced Number of Rounds and with Differential Privacy from Less Aggregated Gaussian Noise. CoRR (2020)