A unified convergence analysis for shuffling-type gradient methods
- Lam Nguyen
- Quoc Tran-Dinh
- et al.
- 2021
- JMLR
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Inexact SARAH algorithm for stochastic optimization
- Lam Nguyen
- Katya Scheinberg
- et al.
- 2020
- Optimization Methods and Software
Proxsarah: An efficient algorithmic framework for stochastic composite nonconvex optimization
- Nhan H. Pham
- Lam Nguyen
- et al.
- 2020
- JMLR
New convergence aspects of stochastic gradient algorithms
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2019
- JMLR