Net-Trim: Convex pruning of deep neural networks with performance guarantee
- Alireza Aghasi
- Afshin Abdi
- et al.
- 2017
- NeurIPS 2017
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6 results for Nam H. Nguyen
Linear convergence of stochastic iterative greedy algorithms with sparse constraints
- Nam Nguyen
- Deanna Needell
- et al.
- 2017
- IEEE Trans. Inf. Theory
TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting
- Vijay Ekambaram
- Arindam Jati
- et al.
- 2023
- KDD 2023
A scale invariant measure of flatness for deep network minima
- Akshay Rangamani
- Nam H. Nguyen
- et al.
- 2021
- ICASSP 2021
Pruning Deep Neural Networks with ell_{0}-constrained Optimization
- Dzung T. Phan
- Lam Nguyen
- et al.
- 2020
- ICDM 2020
DE-RNN: Forecasting the Probability Density Function of Nonlinear Time Series
- Kyongmin Yeo
- Igor Melnyk
- et al.
- 2018
- ICDM 2018