Publications

8 results for Nam H. Nguyen

Memory-Efficient Batching for Time Series Transformer Training: A Systematic Evaluation
- - Phanwadee Sinthong
  - Nam Nguyen
  - et al.
- 2025
- Algorithms
Paper
AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data
- - Santosh Palaskar
  - Vijay Ekambaram
  - et al.
- 2024
- IAAI 2024
Conference paper
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
- - Vijay Ekambaram
  - Arindam Jati
  - et al.
- 2023
- KDD 2023
Conference paper
A scale invariant measure of flatness for deep network minima
- - Akshay Rangamani
  - Nam H. Nguyen
  - et al.
- 2021
- ICASSP 2021
Conference paper
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- - Dzung T. Phan
  - Lam Nguyen
  - et al.
- 2020
- ICDM 2020
Conference paper
DE-RNN: Forecasting the Probability Density Function of Nonlinear Time Series
- - Kyongmin Yeo
  - Igor Melnyk
  - et al.
- 2018
- ICDM 2018
Conference paper
Net-Trim: Convex pruning of deep neural networks with performance guarantee
- - Alireza Aghasi
  - Afshin Abdi
  - et al.
- 2017
- NeurIPS 2017
Conference paper
Linear convergence of stochastic iterative greedy algorithms with sparse constraints
- - Nam Nguyen
  - Deanna Needell
  - et al.
- 2017
- IEEE Trans. Inf. Theory
Paper