Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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6 results for Phuong Ha 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
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
Besting the Black-Box: Barrier Zones for Adversarial Example Defense
- - Kaleel Mahmood
  - Phuong Ha Nguyen
  - et al.
- 2021
- IEEE Access
A unified convergence analysis for shuffling-type gradient methods
- - Lam Nguyen
  - Quoc Tran-Dinh
  - et al.
- 2021
- JMLR
New convergence aspects of stochastic gradient algorithms
- - Lam Nguyen
  - Phuong Ha Nguyen
  - et al.
- 2019
- JMLR