Finite-sum smooth optimization with SARAH
- Lam M. Nguyen
- Marten van Dijk
- et al.
- 2022
- COAP
Paper
Publications
7 results for Marten van Dijk
Besting the Black-Box: Barrier Zones for Adversarial Example Defense
- Kaleel Mahmood
- Phuong Ha Nguyen
- et al.
- 2021
- IEEE Access
PaperA unified convergence analysis for shuffling-type gradient methods
- Lam Nguyen
- Quoc Tran-Dinh
- et al.
- 2021
- JMLR
PaperTight 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
Conference paperNew convergence aspects of stochastic gradient algorithms
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2019
- JMLR
PaperCharacterization of convex objective functions and optimal expected convergence rates for SGD
- Marten van Dijk
- Lam Nguyen
- et al.
- 2019
- ICML 2019
Conference paperSGD and Hogwild! Convergence without the bounded gradients assumption
- Lam Nguyen
- Phuong Ha Nguyen
- et al.
- 2018
- ICML 2018
Conference paper