Proven: Verifying robustness of neural networks with a probabilistic approach
- Tsui Wei Weng
- Pin-Yu Chen
- et al.
- 2019
- ICML 2019
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63 results for Lam M. Nguyen
Characterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
SGD and Hogwild! Convergence without the bounded gradients assumption
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2018
- ICML 2018
Fast Convergence for Unstable Reinforcement Learning Problems by Logarithmic Mapping
- Wang Zhang
- Lam Nguyen
- et al.
- 2022
- ICML 2022
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
- Anthony Baez
- Wang Zhang
- et al.
- 2024
- NeurIPS 2024
Stochastic FISTA Step Search Algorithm for Convex Optimization
- Trang H. Tran
- Lam Nguyen
- et al.
- 2023
- NeurIPS 2023
c-MBA: Adversarial Attack for Cooperative MARL Using Learned Dynamics Model
- Nhan Pham
- Lam Nguyen
- et al.
- 2022
- NeurIPS 2022
Robust Randomized Smoothing via Two Cost-Effective Approaches
- Linbo Liu
- Trong Nghia Hoang
- et al.
- 2022
- ICLR 2022
Addressing Solution Quality in Data-generated Optimization Models
- 2022
- AAAI 2022
New Frontiers in Federated Learning: Privacy, Fairness, Robustness, Personalization and Data Ownership
- Nghia Hoang
- Lam Nguyen
- et al.
- 2021
- NeurIPS 2021