Proxsarah: An efficient algorithmic framework for stochastic composite nonconvex optimization
- Nhan H. Pham
- Lam Nguyen
- et al.
- 2020
- JMLR
Publications
67 results for Lam M. Nguyen
Tight dimension independent lower bound on the expected convergence rate for diminishing step sizes in sgd
- Phuong Ha Nguyen
- Lam Nguyen
- et al.
- 2019
- NeurIPS 2019
New convergence aspects of stochastic gradient algorithms
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2019
- JMLR
Proven: Verifying robustness of neural networks with a probabilistic approach
- Tsui Wei Weng
- Pin-Yu Chen
- et al.
- 2019
- ICML 2019
Characterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
ChieF: A Change Pattern based Interpretable Failure Analyzer
- Dhaval Patel
- Lam Nguyen
- et al.
- 2018
- Big Data 2018
SGD and Hogwild! Convergence without the bounded gradients assumption
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2018
- ICML 2018