2025

1. Algorithm Configuration for Structured Pfaffian Settings

   Maria Florina Balcan, Anh Tuan Nguyen, and Dravyansh Sharma

   Transactions on Machine Learning Research, 2025
2. Sample complexity of data-driven tuning of model hyperparameters in neural networks with structured parameter-dependent dual function

   Nina Balcan, Anh Tuan Nguyen, and Dravyansh Sharma

   In The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025
3. Provably data-driven projection method for quadratic programming

   Anh Tuan Nguyen, and Viet Anh Nguyen

   In In submission, 2025
4. Robustly-reliable learning for Regression

   Avrim Blum, and Anh Tuan Nguyen

   In In submission, 2025

2023

1. New Bounds for Hyperparameter Tuning of Regression Problems Across Instances

   Nina Balcan, Anh Tuan Nguyen, and Dravyansh Sharma

   In Thirty-seventh Conference on Neural Information Processing Systems, 2023

2021

1. Wanet–imperceptible warping-based backdoor attack

   Anh Tuan Nguyen, and Anh Tran

   International Conference on Learning Representation, 2021

2020

1. Input-aware dynamic backdoor attack

   Anh Tuan Nguyen, and Anh Tran

   Advances in Neural Information Processing Systems, 2020